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Generation: algorithm.iteration=982 | |
results['episode_reward_mean']=21010.96 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| A | | |
| C | | |
| | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| Aa | | |
| Cc | | |
| | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| Aa | | |
| Cc | | |
| | | |
| bb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| d | | |
| Aa | | |
| Cc | | |
| | | |
| bb | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| Aa | | |
| Cc | | |
| | | |
| bb | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| dd | | |
| d | | |
| Caa | | |
| cA | | |
| | | |
| bb | | |
| bb | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| dd | | |
| d | | |
| cCa | | |
| ca | | |
| A | | |
| bb | | |
| Bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| dd | | |
| d | | |
| ccC | | |
| ca | | |
| a | | |
| B Ab | | |
| bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D dd | | |
| d C | | |
| ccc | | |
| ca | | |
| a | | |
| BbAab | | |
| bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d dd C | | |
| D d c | | |
| ccc | | |
| ca | | |
| B a | | |
| bAaab | | |
| bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd C | | |
| d dd c | | |
| d d c | | |
| D ccc | | |
| B ca | | |
| b a | | |
| Aaaab | | |
| bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd cC | | |
| d dd c | | |
| d d c | | |
| DdB ccc | | |
| b ca | | |
| b a | | |
| Aaaaab | | |
| bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd cc | | |
| d dd cC | | |
| dB d c | | |
| ddb ccc | | |
| D b ca | | |
| b a | | |
| Aaaaaab | | |
| bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd cc | | |
| dBdd cc | | |
| db d cC | | |
| ddb ccc | | |
| dDb ca | | |
| b a | | |
| aaaaaab | | |
| A bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd cc | | |
| dbdd cC | | |
| db d cc | | |
| ddb ccc | | |
| ddD ca | | |
| b a | | |
| aaaaaab | | |
| aA bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB cC | | |
| dbdd cc | | |
| db d cc | | |
| ddb ccc | | |
| dddDca | | |
| b a | | |
| aaaaaab | | |
| aa bbb | | |
| A bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB cc | | |
| dbdd cC | | |
| db d cc | | |
| ddbDccc | | |
| ddddca | | |
| b a | | |
| aaaaaab | | |
| aA bbb | | |
| a bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbBcc | | |
| dbdd cc | | |
| db d cC | | |
| ddbdDcc | | |
| ddddca | | |
| b a | | |
| aAaaaab | | |
| aa bbb | | |
| a bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbbcc | | |
| dbdd cc | | |
| db d cc | | |
| ddbddDcC | | |
| ddddca | | |
| b a | | |
| aaAaaab | | |
| aa bbb | | |
| a bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbbcc | | |
| dbdd cc | | |
| db d cC | | |
| ddbdddDc | | |
| ddddca | | |
| b a | | |
| aaaaaab | | |
| aaAbbb | | |
| a bb | | |
| | | |
-------------- | |
Generation: algorithm.iteration=983 | |
results['episode_reward_mean']=21132.71 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| C | | |
| B A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| | | |
| Cc A | | |
| b a | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| C | | |
| cc aA | | |
| B a | | |
| b | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| d | | |
| cC | | |
| cc aaA | | |
| b a | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| ccC | | |
| cc aaa | | |
| b a A | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| dd | | |
| d | | |
| ccc | | |
| ccCaaa | | |
| b a a | | |
| b A | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| dd | | |
| d | | |
| ccc | | |
| cccaaa | | |
| bCa a | | |
| b a | | |
| bb A | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| dd | | |
| d | | |
| ccc | | |
| cccaaa | | |
| bca a | | |
| bC a | | |
| bb a | | |
| Bb A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dDd | | |
| dd | | |
| d | | |
| ccc | | |
| cccaaa | | |
| bca a | | |
| bc a | | |
| BbbC A | | |
| bb a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dD | | |
| ddd | | |
| dd | | |
| d | | |
| ccc | | |
| cccaaa | | |
| bca a | | |
| B bc a | | |
| bbbc a | | |
| bb C A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| dd | | |
| d | | |
| ccc | | |
| cccaaa | | |
| bca a | | |
| Bb bc a | | |
| bbbc A | | |
| bb cC a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| dd | | |
| d | | |
| ccc | | |
| cccaaa | | |
| B bca a | | |
| bb bc a | | |
| bbbc a | | |
| bb cc A | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| dd | | |
| d | | |
| ccc | | |
| B cccaaa | | |
| b bca a | | |
| bb bc a | | |
| bbbc a | | |
| bb cCAa | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| ddd | | |
| dd | | |
| d | | |
| B ccc | | |
| b cccaaa | | |
| b bca a | | |
| bb bc a | | |
| bbbc a | | |
| bb cACa | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| Dddd | | |
| dd | | |
| B d | | |
| b ccc | | |
| b cccaaa | | |
| b bca a | | |
| bb bc a | | |
| bbbcACa | | |
| bb caca | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dddd | | |
| D Bdd | | |
| b d | | |
| b ccc | | |
| b cccaaa | | |
| b bca a | | |
| bb bc Ca | | |
| bbbAaca | | |
| bb caca | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| ddBd | | |
| d bdd | | |
| D b d | | |
| b ccc | | |
| b cccaaa | | |
| b bcaCa | | |
| bb bA ca | | |
| bbbaaca | | |
| bb caca | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| ddbB | | |
| d bdd | | |
| d b d | | |
| D b ccc | | |
| b cccaCa | | |
| b bcaca | | |
| bb Aa ca | | |
| bbbaaca | | |
| bb caca | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| ddbbB | | |
| d bdd | | |
| d b d | | |
| d b ccc C | | |
| D b cccaca | | |
| b bcaca | | |
| bbAaa ca | | |
| bbbaaca | | |
| bb caca | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| ddbbbB | | |
| d bdd | | |
| d b d | | |
| d b cccCc | | |
| dDb cccaca | | |
| b bcaca | | |
| bAaaa ca | | |
| bbbaaca | | |
| bb caca | | |
| c | | |
-------------- | |
Generation: algorithm.iteration=984 | |
results['episode_reward_mean']=20895.72 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| D B | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| D C | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| D c | | |
| BC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| D c | | |
| bc | | |
| BC | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Da | | |
| dAc | | |
| bc | | |
| Bbc | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dda | | |
| daA | | |
| bc | | |
| bbc | | |
| B cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dda | | |
| daaA | | |
| bc | | |
| bbcC | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dda A | | |
| daaa | | |
| bcC | | |
| Bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| dda aA | | |
| daaa | | |
| B bccC | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| dda aaA | | |
| daaa | | |
| Bb bccc | | |
| bbbccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| d | | |
| dda aAa | | |
| B daaa | | |
| bb bccc | | |
| bbbcccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| d | | |
| Bdda Aaa | | |
| b daaa | | |
| bb bcccC | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| d | | |
| Bd | | |
| bddaAaaa | | |
| b daaa C | | |
| bb bcccc | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| d | | |
| Bd | | |
| bd | | |
| bddaaaaa | | |
| b daAa cC| | |
| bb bcccc | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| DBd | | |
| bd | | |
| bd | | |
| bddaaaaaC| | |
| b dAaa cc| | |
| bb bcccc | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dBd | | |
| dbd | | |
| Dbd | | |
| bd C| | |
| bddaaaaac| | |
| b daaa cc| | |
| bb Acccc | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbB | | |
| dbd | | |
| dbd C| | |
| Dbd c| | |
| bddaaaaac| | |
| b daaa cc| | |
| bbAacccc | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbbB | | |
| dbd | | |
| dbd c| | |
| dDd C| | |
| bddaaaaac| | |
| b daaa cc| | |
| bAaacccc | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbbbB | | |
| dbd | | |
| dbd c| | |
| ddD Cc| | |
| bddaaaaac| | |
| b daaa cc| | |
| Aaaacccc | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbbbbB | | |
| dbd | | |
| dbd Cc| | |
| dddD cc| | |
| bddaaaaac| | |
| b daaa cc| | |
| aaaacccc | | |
| Abbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=985 | |
results['episode_reward_mean']=21074.32 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| BC | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| Bc | | |
| A C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Ddd | | |
| Bc | | |
| A c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| ddd | | |
| Bc | | |
| A c | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| ddd | | |
| Bc | | |
| A c | | |
| c | | |
| c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| ddd | | |
| Bc | | |
| A c | | |
| c | | |
| c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| ddd | | |
| Bc | | |
| A c | | |
| c | | |
| c | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| ddd | | |
| bc | | |
| AaBc | | |
| c | | |
| c | | |
| cccC | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| ddd | | |
| Bc | | |
| aabc | | |
| A c | | |
| c C | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| ddd | | |
| bc | | |
| aaBc | | |
| aA c C | | |
| c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d | | |
| d | | |
| ddd | | |
| bc | | |
| aBbc C | | |
| Aa c c | | |
| c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| d | | |
| d | | |
| ddd | | |
| bc C | | |
| aBbc c | | |
| Aa c c | | |
| c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| D d | | |
| d | | |
| ddd C | | |
| Bbc c | | |
| abbc c | | |
| aA c c | | |
| c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d d | | |
| D d C | | |
| ddd c | | |
| Bbbc c | | |
| abbc c | | |
| Aa c c | | |
| c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d d C | | |
| Dd d c | | |
| ddd c | | |
| bBbc c | | |
| abbc c | | |
| Aaa c c | | |
| c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d C | | |
| d d c | | |
| dd d c | | |
| D ddd c | | |
| bbbc c | | |
| aBbc c | | |
| Aaaa c c | | |
| c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd C | | |
| d d c | | |
| d d c | | |
| dd d c | | |
| dD ddd c | | |
| bbbc c | | |
| abbc c | | |
| aaaB c c | | |
| A c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd Cc | | |
| d d c | | |
| d d c | | |
| dd d c | | |
| ddDddd c | | |
| bbbc c | | |
| abbc c | | |
| aaab c c | | |
| aA B c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd cc | | |
| d d Cc | | |
| d d c | | |
| dd d c | | |
| dddddd c | | |
| Dbbbc c | | |
| abbc c | | |
| aaab c c | | |
| aaAbBc c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd cc | | |
| d d cc | | |
| d d Cc | | |
| dd d c | | |
| dddddd c | | |
| dDbbc c | | |
| abbc c | | |
| aaAb c c | | |
| aaabbB c | | |
| cccc | | |
-------------- | |
Generation: algorithm.iteration=986 | |
results['episode_reward_mean']=20636.96 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A | | |
| CD | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A D | | |
| cd | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B D | | |
| A d | | |
| cd | | |
| c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| b d | | |
| aB d | | |
| A cd | | |
| c | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| b d | | |
| ab d | | |
| aBcd | | |
| A c | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| b d | | |
| ab d | | |
| aBcd | | |
| A c | | |
| cC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| d | | |
| b d | | |
| ab d | | |
| Abcd | | |
| aBcC | | |
| cc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| dd | | |
| d | | |
| b d | | |
| ab d | | |
| abcd | | |
| AbccC | | |
| Bcc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| d | | |
| b d | | |
| ab d | | |
| abcd | | |
| Aabccc | | |
| BbccC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Dd | | |
| dd | | |
| d | | |
| b d | | |
| ab d | | |
| abcd | | |
| Aaabccc | | |
| bbcccC | | |
| B cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dd | | |
| Ddd | | |
| d | | |
| b d | | |
| ab d | | |
| abcd | | |
| aaabcccC | | |
| A bbcccc | | |
| bBcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dd | | |
| Dddd | | |
| d | | |
| b d | | |
| ab d | | |
| abcd C | | |
| aaabcccc | | |
| Aa bBcccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dd | | |
| Ddddd | | |
| d | | |
| b d | | |
| ab d C | | |
| abcd c | | |
| aaabcccc | | |
| aa bbBccc | | |
| A bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| D dd | | |
| ddddd | | |
| d | | |
| b d | | |
| ab dCc | | |
| abcd c | | |
| aaabBccc | | |
| aa bbbccc | | |
| a bbcc | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Dd dd | | |
| ddddd | | |
| d | | |
| b dC | | |
| ab dcc | | |
| abBd c | | |
| aaabbccc | | |
| aa bbbccc | | |
| A bbcc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| D dd | | |
| dd dd | | |
| ddddd | | |
| dC | | |
| b dc | | |
| abBdcc | | |
| abbd c | | |
| aaabbccc | | |
| aa bbbccc | | |
| a bbcc | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| Dd dd | | |
| dd dd | | |
| ddddd | | |
| Cc | | |
| bBdc | | |
| abbdcc | | |
| abbd c | | |
| aaabbccc | | |
| aa bbbccc | | |
| a bbcc | | |
| aA | | |
-------------- | |
-------------- | |
| | | |
| dd dd | | |
| Ddd dd | | |
| ddddC | | |
| Bcc | | |
| bbdc | | |
| abbdcc | | |
| abbd c | | |
| aaabbccc | | |
| aa bbbccc | | |
| a bbcc | | |
| aaA | | |
-------------- | |
-------------- | |
| | | |
| dd dd | | |
| ddd ddC | | |
| D dddBc | | |
| bcc | | |
| bbdc | | |
| abbdcc | | |
| abbd c | | |
| aaabbccc | | |
| aa bbbccc | | |
| a Abbcc | | |
| aaa | | |
-------------- | |
-------------- | |
| | | |
| dd ddC | | |
| ddd dBc | | |
| d dddbc | | |
| D bcc | | |
| bbdc | | |
| abbdcc | | |
| abbd c | | |
| aaabbccc | | |
| aaAbbbccc | | |
| a abbcc | | |
| aaa | | |
-------------- | |
Generation: algorithm.iteration=987 | |
results['episode_reward_mean']=20868.96 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| A | | |
| | | |
| D | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| C aA | | |
| D | | |
| d | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| cCaa | | |
| Dd A | | |
| d | | |
| Bbb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| Dccaa | | |
| ddC aA | | |
| d | | |
| bbb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dc | | |
| dccaa | | |
| ddc Aa | | |
| dC | | |
| bbb | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dc | | |
| dccaa | | |
| ddc aA | | |
| dc | | |
| bbC | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| dc | | |
| dccaaA | | |
| ddc aa | | |
| dc | | |
| bbc | | |
| Bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| ddD | | |
| dc | | |
| dccaaaA| | |
| ddc aa | | |
| dc | | |
| Bbbc | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| dc | | |
| dccaaaa| | |
| ddc aaA| | |
| dc | | |
| Bbbbc | | |
| bb C | | |
| bb c | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| ddd | | |
| dc | | |
| dccaaaa| | |
| ddc aaa| | |
| B dc A| | |
| bbbbc | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| ddd | | |
| dc | | |
| dccaaaa| | |
| B ddc aaa| | |
| b dc Aa| | |
| bbbbc | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| D | | |
| dd | | |
| d | | |
| ddd | | |
| dc | | |
| B dccaaaa| | |
| b ddc aaa| | |
| b dc aa| | |
| bbbbc A | | |
| bb c | | |
| bb ccC | | |
| | | |
-------------- | |
-------------- | |
| dD | | |
| dd | | |
| d | | |
| ddd | | |
| B dc | | |
| b dccaaaa| | |
| b ddc aaa| | |
| b dc aa| | |
| bbbbc a | | |
| bb c CA | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| Dd | | |
| dd | | |
| d | | |
| B ddd | | |
| b dc | | |
| b dccaaaa| | |
| b ddc aaa| | |
| b dc aa| | |
| bbbbc a | | |
| bb c cC | | |
| bb cccA | | |
| | | |
-------------- | |
-------------- | |
| dD | | |
| dd | | |
| B d | | |
| b ddd | | |
| b dc | | |
| b dccaaaa| | |
| b ddc aaa| | |
| b dc aa| | |
| bbbbc C | | |
| bb c cc | | |
| bb ccca | | |
| A | | |
-------------- | |
-------------- | |
| ddD | | |
| dd | | |
| bB d | | |
| b ddd | | |
| b dc | | |
| b dccaaaa| | |
| b ddc aaa| | |
| b dc Ca| | |
| bbbbc c | | |
| bb c cc | | |
| bb ccca | | |
| Aa | | |
-------------- | |
-------------- | |
| ddd | | |
| ddD | | |
| bbB d | | |
| b ddd | | |
| b dc | | |
| b dccaaaa| | |
| b ddc aCa| | |
| b dc ca| | |
| bbbbc c | | |
| bb c cc | | |
| bb ccca | | |
| Aaa | | |
-------------- | |
-------------- | |
| ddd | | |
| ddd | | |
| bbbBdD | | |
| b ddd | | |
| b dc | | |
| b dccaaCa| | |
| b ddc aca| | |
| b dc ca| | |
| bbbbc c | | |
| bb c cc | | |
| bb ccca | | |
| Aaaa | | |
-------------- | |
-------------- | |
| ddd | | |
| ddd | | |
| bbbBdD | | |
| b ddd | | |
| b dc C | | |
| b dccaaca| | |
| b ddc aca| | |
| b dc ca| | |
| bbbbc c | | |
| bb c cc | | |
| bb Acca | | |
| aaaa | | |
-------------- | |
-------------- | |
| ddd | | |
| ddd | | |
| bbbbBdD | | |
| b ddd C | | |
| b dc c | | |
| b dccaaca| | |
| b ddc aca| | |
| b dc ca| | |
| bbbbc c | | |
| bb A cc | | |
| bb acca | | |
| aaaa | | |
-------------- | |
Generation: algorithm.iteration=988 | |
results['episode_reward_mean']=20934.71 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DA | | |
| C | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DAa | | |
| c | | |
| b C | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| daa | | |
| A c | | |
| b c | | |
| b C | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| daa | | |
| a c | | |
| A c | | |
| b c | | |
| Bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| daa | | |
| a c | | |
| Aa c | | |
| Bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| daa | | |
| a c | | |
| Ba c | | |
| Ab cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| daa | | |
| a c | | |
| Bba cC | | |
| Aab cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| daa | | |
| B a c | | |
| bba ccC | | |
| Aaab cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| Bdaa | | |
| b a c | | |
| bba ccc | | |
| aaab ccC | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d | | |
| Bd | | |
| bdaa | | |
| b a c | | |
| bba ccc | | |
| aaab cccC | | |
| a bb cc | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| Bd | | |
| bd | | |
| bdaa | | |
| b a c | | |
| bba cccC | | |
| aaab cccc | | |
| A bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| Dbd | | |
| bd | | |
| bdaa | | |
| b a c C | | |
| bba cccc | | |
| Aaab cccc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbd | | |
| Dbd | | |
| bdaa C | | |
| b a c c | | |
| Abba cccc | | |
| aaab cccc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbd | | |
| Ddbd | | |
| bdaa Cc | | |
| b a c c | | |
| Aabba cccc | | |
| aaab cccc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbd | | |
| ddbd C | | |
| D bdaa cc | | |
| A b a c c | | |
| aabba cccc | | |
| aaab cccc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbd | | |
| ddbd Cc | | |
| dDbdaa cc | | |
|Aa b a c c | | |
| aabba cccc | | |
| aaab cccc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd | | |
| dbd C | | |
| ddbd cc | | |
|AddDdaa cc | | |
|aa b a c c | | |
| aabba cccc | | |
| aaab cccc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb | | |
| dbd C | | |
| dbd c | | |
|Addbd cc | | |
|adddDaa cc | | |
|aa b a c c | | |
| aabba cccc | | |
| aaab cccc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| B | | |
| dd bb | | |
| dbbbb C | | |
| dbd c | | |
|A dbd c | | |
|addbd cc | | |
|addddaa cc | | |
|aa bDa c c | | |
| aabba cccc | | |
| aaab cccc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| bB | | |
| dd bbC | | |
| dbbbb c | | |
| dbd c | | |
|a dbd c | | |
|Addbd cc | | |
|addddaa cc | | |
|aa bda c c | | |
| aabDa cccc | | |
| aaab cccc | | |
| a bb cc | | |
| a | | |
-------------- | |
Generation: algorithm.iteration=989 | |
results['episode_reward_mean']=21199.12 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| | | |
| DC | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| b | | |
| | | |
| DdcA | | |
| Ca | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bb | | |
| b | | |
| | | |
| DddcaA | | |
| ca | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bbb | | |
| b | | |
| D | | |
| dddcaaA | | |
| ca | | |
| c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bbbb | | |
| D b | | |
| d A | | |
| dddcaaa | | |
| ca | | |
| c | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| BbDbb | | |
| d b | | |
| d aA| | |
| dddcaaa | | |
| ca | | |
| c | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| Bbbdbb | | |
| d b | | |
| d aa| | |
| dddcaaaA| | |
| ca | | |
| c | | |
| c | | |
| ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| bBbdbb | | |
| d b | | |
| d aa| | |
| dddcaaaa| | |
| ca A| | |
| c | | |
| c | | |
| ccc | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| bbBdbb | | |
| d b | | |
| d aa| | |
| dddcaaaa| | |
| ca Aa| | |
| c | | |
| c | | |
| ccc | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| bbbdbb | | |
| Bd b | | |
| d aa| | |
| dddcaaaa| | |
| ca aa| | |
| c A | | |
| c | | |
| cccC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| bbbdbb | | |
| Bbd b | | |
| d aa| | |
| dddcaaaa| | |
| ca aa| | |
| c A | | |
| c | | |
| cccC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| bbbdbb | | |
| Bbd b | | |
| d aa| | |
| dddcaaaa| | |
| ca aa| | |
| c A | | |
| c | | |
| cccC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| bDbdbb | | |
| bbd b | | |
| B d aa| | |
| dddcaaaa| | |
| ca aa| | |
| c A | | |
| c | | |
| cccC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| bdbdbb | | |
| Dbd b | | |
| bBd aa| | |
| dddcaaaa| | |
| ca aa| | |
| c A | | |
| c | | |
| cccC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| bdbdbb | | |
| dbd b | | |
| DbB aa| | |
| dddcaaaa| | |
| ca aa| | |
| c A | | |
| c | | |
| cccC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| bdbdbb | | |
| dbd b | | |
| Ddbb aa| | |
| Bddcaaaa| | |
| ca aa| | |
| c A | | |
| c | | |
| cccC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| bdbdbb | | |
| dbd b | | |
| ddbB aa| | |
| D bddcaaaa| | |
| ca aa| | |
| c A | | |
| c | | |
| cccC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| bdbdbb | | |
| dbB b | | |
| ddbb aa| | |
| dD bddcaaaa| | |
| ca aa| | |
| c A | | |
| c | | |
| cccC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| bdbdbb | | |
| dbbBb | | |
| ddbb aa| | |
| ddDbddcaaaa| | |
| ca aa| | |
| c A | | |
| c | | |
| cccC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| bdbdbb | | |
| dbbbB | | |
| ddbb aa| | |
| dddbddcaaaa| | |
| D ca aa| | |
| c A | | |
| c | | |
| cccC | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=990 | |
results['episode_reward_mean']=21033.83 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| D | | |
| B | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| Dd | | |
| b | | |
| aAB | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ccC | | |
| Ddd | | |
| b | | |
| aBA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ccc | | |
| DddC | | |
| b | | |
| BbaA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dccc | | |
| dddc | | |
| CA | | |
| bbaa | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dccc | | |
| dddcA | | |
| ca | | |
| bbCa | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dccc | | |
| dddcaA | | |
| ca | | |
| bbca | | |
| b C | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| dccc | | |
| dddcAa | | |
| ca | | |
| bbca | | |
| Bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| dccc | | |
| dddAaa | | |
| ca | | |
| Bbbca | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| dccc | | |
| dddaaa | | |
| Aa | | |
| Bbbbca | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| d | | |
| dccc | | |
| dddaaa | | |
| B Aaa | | |
| bbbbca | | |
| bb cc | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dddd | | |
| d | | |
| d | | |
| d | | |
| dccc | | |
| Bdddaaa | | |
| b Aaaa | | |
| bbbbca | | |
| bb cc | | |
| bb ccC | | |
| | | |
-------------- | |
-------------- | |
| D | | |
| dddd | | |
| d | | |
| d | | |
| d | | |
| Bdccc | | |
| bdddaaa | | |
| b aaaa | | |
| bbAbca | | |
| bb ccC | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| d | | |
| Dddd | | |
| d | | |
| d | | |
| Bd | | |
| bdccc | | |
| bdddaaa | | |
| b aaaa | | |
| bAabca | | |
| bb cccC | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| d | | |
| dddd | | |
| D d | | |
| Bd | | |
| bd | | |
| bdccc | | |
| bdddaaa | | |
| b aaaa | | |
| Aaabca C | | |
| bb cccc | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| d | | |
| dddd | | |
| d Bd | | |
| D bd | | |
| bd | | |
| bdccc | | |
| bdddaaa | | |
| b aaaa C | | |
| aaabca c | | |
| Abb cccc | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| d | | |
| dddd | | |
| d bB | | |
| d bd | | |
| D bd | | |
| bdccc | | |
| bdddaaaC | | |
| b aaaa c | | |
| aaabca c | | |
| Aabb cccc | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| d | | |
| dddd | | |
| d bbB | | |
| d bd | | |
| d bd | | |
| D bdccc C | | |
| bdddaaac | | |
| b aaaa c | | |
| aaabca c | | |
| aabb cccc | | |
| A bb ccc | | |
| | | |
-------------- | |
-------------- | |
| d | | |
| dddd | | |
| d bbbB | | |
| d bd | | |
| d bd | | |
| d bdccc Cc | | |
| D bdddaaac | | |
| b aaaa c | | |
| aaabca c | | |
| aabb cccc | | |
| a bb ccc | | |
| A | | |
-------------- | |
-------------- | |
| d | | |
| dddd B | | |
| d bbbb | | |
| d bd | | |
| d bd | | |
| d bdcccCcc | | |
| dDbdddaaac | | |
| b aaaa c | | |
| aaabca c | | |
| aabb cccc | | |
| A bb ccc | | |
| a | | |
-------------- | |
Generation: algorithm.iteration=991 | |
results['episode_reward_mean']=21309.73 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| C | | |
| D | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Bb | | |
| c | | |
| Dd CA | | |
| a | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| bb | | |
| D c | | |
| dd caA | | |
| Ca | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bb | | |
| D bb | | |
| d c | | |
| dd caaA | | |
| ca | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bb | | |
| D bb | | |
| d c A | | |
| dd caaa | | |
| ca | | |
| c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bb | | |
| D bb | | |
| d c aA| | |
| dd caaa | | |
| ca | | |
| c | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bb | | |
| D bb | | |
| d c aa| | |
| dd caaaA| | |
| ca | | |
| c | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bb | | |
| D bb | | |
| d c aa| | |
| dd caaaa| | |
| ca A| | |
| c | | |
| c | | |
| ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| DbB | | |
| d bb | | |
| d c aa| | |
| dd caaaa| | |
| ca Aa| | |
| c | | |
| c | | |
| ccc | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dBb | | |
| d bb | | |
| d c aa| | |
| dd caaaa| | |
| ca aa| | |
| c A | | |
| c | | |
| ccc | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| dbB | | |
| d bb | | |
| d c aa| | |
| dd caaaa| | |
| ca aa| | |
| c a | | |
| c A | | |
| cccC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| dBb | | |
| d bb | | |
| d c aa| | |
| dd caaaa| | |
| ca aa| | |
| c a | | |
| c C | | |
| cccA | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| Bbb | | |
| d bb | | |
| d c aa| | |
| dd caaaa| | |
| ca aa| | |
| c C | | |
| c A | | |
| ccca | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| Bbbb | | |
| d bb | | |
| d c aa| | |
| dd caaaa| | |
| ca Ca| | |
| c c | | |
| c a | | |
| cccA | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| bbbb | | |
| Bd bb | | |
| d c aa| | |
| dd caaCa| | |
| ca ca| | |
| c c | | |
| c a | | |
| ccca | | |
| cA | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| bbbb | | |
| Bbd bb | | |
| d c Ca| | |
| dd caaca| | |
| ca ca| | |
| c c | | |
| c a | | |
| ccca | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| bbbb | | |
| bBd bb C | | |
| d c ca| | |
| dd caaca| | |
| ca ca| | |
| c c | | |
| c a | | |
| ccAa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| bbbb | | |
| Bbd bb c | | |
| d c Ca| | |
| dd caaca| | |
| ca ca| | |
| c c | | |
| c a | | |
| cAaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| bbbb | | |
| bBd bb c | | |
| d c Cca| | |
| dd caaca| | |
| ca ca| | |
| c c | | |
| cA a | | |
| caaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| bbbb | | |
| bbB bb c | | |
| d cCcca| | |
| dd caaca| | |
| ca ca| | |
| c c | | |
| Aa a | | |
| caaa | | |
| aa | | |
-------------- | |
Generation: algorithm.iteration=992 | |
results['episode_reward_mean']=21030.39 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C A | | |
| D | | |
| B | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| D c a | | |
| d C | | |
| b | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D aA | | |
| d c a | | |
| d c | | |
| C | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d aa | | |
| d c aA | | |
| d c | | |
| cC | | |
| b | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d aa | | |
| d c aa | | |
| d c A | | |
| cc | | |
| bC | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d aa | | |
| d c aa | | |
| d c aA | | |
| cc | | |
| bc | | |
| bbC | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d aa | | |
| d c aaA | | |
| d c aa | | |
| cc | | |
| bc | | |
| Bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d aa | | |
| d c aaa | | |
| d c aA | | |
| cc | | |
| B bc | | |
| bbbc | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d aa | | |
| d c aaa | | |
| d c aa | | |
| cc A | | |
| Bb bc | | |
| bbbc | | |
| bb ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| d aa | | |
| d c aaa | | |
| d c aa | | |
| B cc a | | |
| bb bc A | | |
| bbbc | | |
| bb ccc | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d aa | | |
| d c aaa | | |
| Bd c aa | | |
| b cc a | | |
| bb bc a | | |
| bbbc A | | |
| bb ccc | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| d aa | | |
| Bd c aaa | | |
| bd c aa | | |
| b cc a | | |
| bb bc a | | |
| bbbc A | | |
| bb ccc | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| Bd aa | | |
| bd c aaa | | |
| bd c aa | | |
| b cc a | | |
| bb bc a | | |
| bbbc A | | |
| bb ccc | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| Bd | | |
| bd aa | | |
| bd c aaa | | |
| bd c aa | | |
| b cc a | | |
| bb bc a | | |
| bbbc A | | |
| bb ccc | | |
| cC | | |
-------------- | |
-------------- | |
| D | | |
| dd | | |
| dBd | | |
| bd | | |
| bd aa | | |
| bd c aaa | | |
| bd c aa | | |
| b cc a | | |
| bb bc a | | |
| bbbc A | | |
| bb ccc | | |
| cC | | |
-------------- | |
-------------- | |
| d | | |
| Dd | | |
| dbB | | |
| bd | | |
| bd aa | | |
| bd c aaa | | |
| bd c aa | | |
| b cc a | | |
| bb bc a | | |
| bbbc A | | |
| bb ccc | | |
| cC | | |
-------------- | |
-------------- | |
| d | | |
| dd | | |
| DbbB | | |
| bd | | |
| bd aa | | |
| bd c aaa | | |
| bd c aa | | |
| b cc a | | |
| bb bc a | | |
| bbbc A | | |
| bb ccc | | |
| cC | | |
-------------- | |
-------------- | |
| d | | |
| Dd | | |
| dbbbB | | |
| bd | | |
| bd aa | | |
| bd c aaa | | |
| bd c aa | | |
| b cc a | | |
| bb bc a | | |
| bbbc A | | |
| bb ccc | | |
| cC | | |
-------------- | |
-------------- | |
| d | | |
| dd B | | |
| Dbbbb | | |
| bd | | |
| bd aa | | |
| bd c aaa | | |
| bd c aa | | |
| b cc a | | |
| bb bc a | | |
| bbbc A | | |
| bb ccc | | |
| cC | | |
-------------- | |
-------------- | |
| d | | |
| Dd bB | | |
| dbbbb | | |
| bd | | |
| bd aa | | |
| bd c aaa | | |
| bd c aa | | |
| b cc a | | |
| bb bc a | | |
| bbbc A | | |
| bb ccc | | |
| cC | | |
-------------- | |
Generation: algorithm.iteration=993 | |
results['episode_reward_mean']=20914.14 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| AD | | |
| BC | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| Dd | | |
| bc | | |
| BC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DA | | |
| dd | | |
| bc | | |
| Bbc | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| daA | | |
| dd | | |
| bc | | |
| bbc | | |
| B c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dAa | | |
| dd | | |
| bc | | |
| bbc | | |
| b c | | |
| B c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| d | | |
| daA | | |
| dd | | |
| bc | | |
| bbc | | |
| b c | | |
| Bb c | | |
| Cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| ddD | | |
| d | | |
| dAa | | |
| dd | | |
| bc | | |
| bbc | | |
| Bb c | | |
| bbCc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| d | | |
| daa | | |
| dA | | |
| bc | | |
| Bbbc | | |
| bbCc | | |
| bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dD | | |
| ddd | | |
| d | | |
| daa | | |
| da | | |
| Ac | | |
| BbbCc | | |
| bbcc | | |
| bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddD | | |
| ddd | | |
| d | | |
| daa | | |
| da | | |
| B ACc | | |
| bbbcc | | |
| bbcc | | |
| bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| ddd | | |
| ddd | | |
| d | | |
| daa | | |
| B dC | | |
| b acc | | |
| bbAcc | | |
| bbcc | | |
| bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dD | | |
| ddd | | |
| ddd | | |
| d | | |
| B daa | | |
| b Cc | | |
| b acc | | |
| bAacc | | |
| bbcc | | |
| bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddD | | |
| ddd | | |
| B d | | |
| b Caa | | |
| b cc | | |
| b acc | | |
| Aaacc | | |
| bbcc | | |
| bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| B ddd D | | |
| b C | | |
| b caa | | |
| b cc | | |
| b acc | | |
| aaacc | | |
| Abbcc | | |
| bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| B dddd | | |
| b ddd d | | |
| b cC D | | |
| b caa | | |
| b cc | | |
| b acc | | |
| aaacc | | |
| Aabbcc | | |
| bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| bB dddd | | |
| b dCd d | | |
| b cc d | | |
| b caa D | | |
| b cc | | |
| b acc | | |
| aaacc | | |
| Aaabbcc | | |
| bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| bbBCdddd | | |
| b dcd d | | |
| b cc d | | |
| b caa Dd | | |
| b cc | | |
| b acc | | |
| aaacc | | |
| aaabbcc | | |
| A bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| bbbBCddd | | |
| b dcd d | | |
| b cc d | | |
| b caa dd | | |
| b cc D | | |
| b acc | | |
| aaacc | | |
| aaabbcc | | |
| aA bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| B dd | | |
| bbbCcddd | | |
| b dcd d | | |
| b cc d | | |
| b caa dd | | |
| b cc d | | |
| b acc D | | |
| aaacc | | |
| aAabbcc | | |
| aa bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| bB dd | | |
| bbbcCddd | | |
| b dcd d | | |
| b cc d | | |
| b caa dd | | |
| b cc d | | |
| b acc d | | |
| Aaaacc D | | |
| aaabbcc | | |
| aa bbcc | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=994 | |
results['episode_reward_mean']=20934.75 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| | | |
| A | | |
| D | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Bb | | |
| | | |
| aA | | |
| d | | |
| cC D | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| bb | | |
| | | |
| aaA | | |
| C d | | |
| ccDd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bb | | |
| bb | | |
| A | | |
| C aaa | | |
| cDd | | |
| ccdd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bbb | | |
| bb | | |
| Aa | | |
| C aaa | | |
| cDd | | |
| ccdd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bbbb | | |
| bb | | |
| aa | | |
| cCaAa | | |
| Ddd | | |
| ccdd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bbbbb | | |
| bb | | |
| aa | | |
| DCaAa | | |
| ddd | | |
| ccdd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bbbbbb | | |
| bb | | |
| aa | | |
| DdCaaA | | |
| ddd | | |
| ccdd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| bBbbbb | | |
| bb | | |
| D aA | | |
| ddcaaa | | |
| dCd | | |
| ccdd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bbbbbb | | |
| bb | | |
| Dd aaA| | |
| ddcaaa | | |
| Ccd | | |
| ccdd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| bbbbbb | | |
| B D bb | | |
| dd aaa| | |
| dCcaaaA| | |
| ccd | | |
| ccdd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| bbbDbb | | |
|Bb d bb | | |
| dd aaa| | |
| dcCaaaa| | |
| ccd A| | |
| ccdd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| bbbdbb | | |
|bb d bb | | |
|B dd aaa| | |
| dccCaaa| | |
| ccd Aa| | |
| ccdd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| bbbdbb | | |
|bb d bb | | |
|b dd aaa| | |
|B dcCcaaa| | |
| ccd aa| | |
| ccdd A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| bbbdbb | | |
|bb d bb | | |
|b dd aaa| | |
|b dcccaaa| | |
|B cCd aa| | |
| ccdd a | | |
| A | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| bbbdbb | | |
|bb d bb | | |
|b dd aaa| | |
|b dcccaaa| | |
|b ccC aa| | |
|B ccdd a | | |
| a | | |
| A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| bbbdbb | | |
|bb d bb | | |
|b dd aaa| | |
|b dcccaaa| | |
|b cCc aa| | |
|b ccdd a | | |
|B A | | |
| a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| bDbdbb | | |
|bb d bb | | |
|b dd aaa| | |
|b dcccaaa| | |
|b Ccc aa| | |
|B ccdd a | | |
|b a | | |
| A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| bdbdbb | | |
|bbD d bb | | |
|b dd aaa| | |
|b dCccaaa| | |
|B ccc aa| | |
|b ccdd a | | |
|b A | | |
| a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| bdbdbb | | |
|bbd d bb | | |
|b D dd aaa| | |
|b Ccccaaa| | |
|bB ccc aa| | |
|b ccdd a | | |
|b a | | |
| A | | |
| | | |
-------------- | |
Generation: algorithm.iteration=995 | |
results['episode_reward_mean']=21077.02 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| D | | |
| A B | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| D | | |
| d | | |
| aBb | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| dD | | |
| d | | |
| aBb | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| dCD | | |
| d | | |
| aBb | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| dcC | | |
| d D | | |
| aBb | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| dcC | | |
| d D | | |
| aBb | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| dcc | | |
| dDC | | |
| aBb | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| dcc | | |
| dDc | | |
| aBC | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| dcc | | |
| Ddc | | |
| aBc | | |
| A C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| dcc | | |
| Dddc | | |
| aBc | | |
| A c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| Ddcc | | |
| dddc | | |
| aBc | | |
| A c | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dcc | | |
| ddcc | | |
| dddc | | |
| aBc | | |
| A c | | |
| c | | |
| c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dcc | | |
| ddcc | | |
| dddc | | |
| aBc | | |
| A c | | |
| c | | |
| c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dcc | | |
| ddcc | | |
| dddc | | |
| aBc | | |
| A c | | |
| c | | |
| c | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dcc | | |
| ddcc | | |
| dddc | | |
| abc | | |
| AaBc | | |
| c | | |
| c | | |
| cccC | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dcc | | |
| ddcc | | |
| dddc | | |
| abc | | |
| aabc | | |
| A Bc | | |
| c C | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dcc | | |
| ddcc | | |
| dddc | | |
| abc | | |
| aabc | | |
| A Bc C | | |
| c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| dcc | | |
| ddcc | | |
| dddc | | |
| abc | | |
| aabc C | | |
| Aa bB c | | |
| c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| dcc | | |
| ddcc | | |
| dddc | | |
| abc C | | |
| aabc c | | |
| Aaa bbB c | | |
| c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| dcc | | |
| ddcc | | |
| dddc C | | |
| abc c | | |
| aabcB c | | |
| aaa bbb c | | |
| A c c | | |
| cccc | | |
-------------- | |
Generation: algorithm.iteration=996 | |
results['episode_reward_mean']=21215.78 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C B | | |
| D | | |
| | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| cCb | | |
| Dd | | |
| | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| bB | | |
| DccC | | |
| dd | | |
| | | |
| aaA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D bb | | |
| dcccB | | |
| dd C | | |
| | | |
| aaaA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d bb | | |
| dcccb | | |
| dd cB | | |
| C | | |
| aaAa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d bb | | |
| dcccb | | |
| dd Bb | | |
| c | | |
| aaCA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| d bb | | |
| dcccb | | |
| dd bb | | |
| BA | | |
| aaca | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d bb | | |
| dcccb | | |
| dd bA | | |
| ba | | |
| aaBa | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| d bb | | |
| dcccb | | |
| dd Aa | | |
| ba | | |
| aBba | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| d | | |
| d bb | | |
| dcccb | | |
| dd aA | | |
| ba | | |
| Bbba | | |
| c | | |
| ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| D d | | |
| d bb | | |
| dcccb | | |
| dd Aa | | |
| ba | | |
| bbba | | |
| B c C | | |
| ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d d | | |
| D d bb | | |
| dcccb | | |
| dd aa | | |
| Aa | | |
| bbbaC | | |
| b c c | | |
| B ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d d | | |
| d d bb | | |
| D dcccb | | |
| dd aa | | |
| AaaC | | |
| bbbac | | |
| b c c | | |
| Bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d d | | |
| d d bb | | |
| Dd dcccb | | |
| dd aaC | | |
| Aaaac | | |
| bbbac | | |
| Bb c c | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d d | | |
| d d bb | | |
| dd dcccbC | | |
| D dd aac | | |
| aaaac | | |
| BAbbac | | |
| bb c c | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d d | | |
| d d bb | | |
| dd dcccbcC | | |
| dD dd aac | | |
| aaaac | | |
| ABbbac | | |
| bb c c | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d d | | |
| d d bb C | | |
| dd dcccbcc | | |
| ddDdd aac | | |
| Baaac | | |
| Aabbbac | | |
| bb c c | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d d | | |
| d d bb c | | |
| dd dcccbcC | | |
| ddddB aac | | |
| D baaac | | |
| aabbbac | | |
| Abb c c | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d d | | |
| d d bb C | | |
| dd dBccbcc | | |
| ddddb aac | | |
| dDbaaac | | |
| aabbbac | | |
| Aabb c c | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d d C | | |
| d d bb c | | |
| dd dbBcbcc | | |
| ddddb aac | | |
| ddbaaac | | |
| AaDbbbac | | |
| aabb c c | | |
| bb ccc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=997 | |
results['episode_reward_mean']=21357.51 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| BA | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| baA | | |
| Bc | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| baaA | | |
| bc | | |
| Bc | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| baAa | | |
| bc | | |
| Bbc | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| d | | |
| baaA | | |
| bc | | |
| bbcC | | |
| B cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| d | | |
| d | | |
| baAa | | |
| bc | | |
| bbccC | | |
| bBcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| d | | |
| d | | |
| baaA | | |
| bc | | |
| bBcccC | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| d | | |
| d | | |
| d | | |
| baaa | | |
| bc AC | | |
| Bbcccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| d | | |
| d | | |
| d | | |
| d | | |
| baaaC | | |
| BbcAac | | |
| bbcccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d d | | |
| d | | |
| d | | |
| d | | |
| d C | | |
| Bbaaac | | |
| bbcaAc | | |
| bbcccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| d | | |
| d | | |
| d | | |
| dB cC| | |
| bbaaac | | |
| bbcAac | | |
| bbcccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d d | | |
| d | | |
| d | | |
| dB C| | |
| db cc| | |
| bbaaac | | |
| bbAaac | | |
| bbcccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| d | | |
| d | | |
| Bb Cc| | |
| db cc| | |
| bbaaac | | |
| bAaaac | | |
| bbcccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| D d | | |
| B C | | |
| bb cc| | |
| db cc| | |
| bbaaac | | |
| Aaaaac | | |
| bbcccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d B C | | |
| D b c | | |
| bb cc| | |
| db cc| | |
| bbaaac | | |
| Aaaaaac | | |
| bbcccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d B | | |
| d b Cc | | |
| d b c | | |
| D bb cc| | |
| db cc| | |
| bbaaac | | |
| Aaaaaaac | | |
| bbcccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d bB | | |
| d b cc | | |
| d b Cc | | |
| dDbb cc| | |
| db cc| | |
| bbaaac | | |
| Aaaaaaaac | | |
| bbcccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d bbB | | |
| d b cc | | |
| d b cc | | |
| ddDb Ccc| | |
| db cc| | |
| bbaaac | | |
| Aaaaaaaaac | | |
| bbcccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd B | | |
| d bbb | | |
| d b cc | | |
| d b cc | | |
| dddD Cccc| | |
| db cc| | |
| A bbaaac | | |
| aaaaaaaaac | | |
| bbcccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd bB | | |
| d bbb | | |
| d b cc | | |
| d b cc | | |
| dddd cccc| | |
| dD C cc| | |
|Aa bbaaac | | |
| aaaaaaaaac | | |
| bbcccc | | |
| bbcc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=998 | |
results['episode_reward_mean']=21315.38 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| BA | | |
| D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| baA | | |
| B D | | |
| c | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| baDA | | |
| b d | | |
| B c | | |
| c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| bDda | | |
| b dA | | |
| b c | | |
| B c | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Ddda | | |
| b daA | | |
| b c | | |
| b c | | |
| B c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ddda | | |
| D daaA | | |
| b c | | |
| b c | | |
| b cC | | |
| B cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ddda | | |
| Dd daAa | | |
| b c | | |
| b cC | | |
| b cc | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dddda | | |
| dd dAaa | | |
| b c | | |
| b ccC | | |
| Bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dDdda | | |
| dd daAa | | |
| b c | | |
| Bb ccc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dddda | | |
| dD dAaa | | |
| b c | | |
| Bbb ccc | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dddda | | |
| Dd Aaaa | | |
| B b c | | |
| bbb cccC | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dddda | | |
| Bdd aaaa | | |
| b b A C | | |
| bbb cccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| Bdddda | | |
| bdd aaaa | | |
| b bAa cC| | |
| bbb cccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Bd | | |
| bDddda | | |
| bdd aaaaC| | |
| b Aaa cc| | |
| bbb cccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| BbD | | |
| bdddda C| | |
| bdd aaaac| | |
| b aaa cc| | |
| bbA cccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B D | | |
| bbd | | |
| bdddda Cc| | |
| bdd aaaac| | |
| b aaa cc| | |
| bAa cccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B | | |
| bDd | | |
| bbd | | |
| bddddaCcc| | |
| bdd aaaac| | |
| b aaa cc| | |
| baa cccc | | |
| Ab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| bD | | |
| bdd | | |
| bbd | | |
| bddddCccc| | |
| bdd aaaac| | |
| b aaa cc| | |
| baa cccc | | |
| Aab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| bD | | |
| bdd | | |
| bbd C | | |
| bddddcccc| | |
| bdd aaaac| | |
| b aaa cc| | |
| baa cccc | | |
| Aaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bB | | |
| bdD | | |
| bdd C | | |
| bbd c | | |
| bddddcccc| | |
| bdd aaaac| | |
| b aaa cc| | |
| baa cccc | | |
| aaab cccc | | |
| A bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=999 | |
results['episode_reward_mean']=21305.88 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| D | | |
| B | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| Dd | | |
| Bb | | |
| c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D aa | | |
| dd A | | |
| bb | | |
| Bc | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d aa | | |
| dd aA | | |
| bb | | |
| Bbc | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d aa | | |
| dd aaA| | |
| bb | | |
| bbc | | |
| B cC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d aa | | |
| dd aaa| | |
| bb A| | |
| bbcC | | |
| b cc | | |
| B cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d aa | | |
| dd aaa| | |
| bb Aa| | |
| bbccC | | |
| b cc | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d | | |
| d aa | | |
| dd aaa| | |
| bb aa| | |
| bbcccA | | |
| Bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d | | |
| d aa | | |
| dd aaa| | |
| bb aa| | |
| BbbcccA | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d | | |
| d aa | | |
| dd aaa| | |
| bb aa| | |
| BbbbcccA | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| d | | |
| d aa | | |
| dd aaa| | |
| B bb aa| | |
| bbbbccca | | |
| bb cccA | | |
| bb ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| D d | | |
| d aa | | |
| Bdd aaa| | |
| b bb aa| | |
| bbbbccca | | |
| bb ccca | | |
| bb cccA | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d d | | |
| DBd aa | | |
| bdd aaa| | |
| b bb aa| | |
| bbbbccca | | |
| bb ccca | | |
| bb ccCa | | |
| cA | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| dBd | | |
| dbd aa | | |
| Dbdd aaa| | |
| b bb aa| | |
| bbbbccca | | |
| bb ccCa | | |
| bb ccca | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| dbd | | |
| dbd aa | | |
| dDdd aaa| | |
| b bb aa| | |
| bbbbccca | | |
| bb cccC | | |
| bb ccAa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbd | | |
| dbd aa | | |
| dddd aaa| | |
| D bb aa| | |
| bbbbcccC | | |
| bb cccc | | |
| bb cAaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbd | | |
| dbd aa | | |
| dddd aaa| | |
| Dd bb Ca| | |
| bbbbcccc | | |
| bb cccc | | |
| bb Aaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbd | | |
| dbd aa | | |
| dddd aaa| | |
| dd bb cC| | |
| Dbbbbcccc | | |
| bb Accc | | |
| bb aaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbb | | |
| dbd | | |
| dbd | | |
| dbd aa | | |
| dddd aaC| | |
| dd bb cc| | |
| dbbbbAccc | | |
| D bb accc | | |
| bb aaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddBb | | |
| dbbb | | |
| dbd | | |
| dbd | | |
| dbd aa C| | |
| dddd aac| | |
| dd bb cc| | |
| dbbbAaccc | | |
| Dd bb accc | | |
| bb aaaa | | |
| aa | | |
-------------- | |
Generation: algorithm.iteration=1000 | |
results['episode_reward_mean']=21294.91 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| B | | |
| AC | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| | | |
| Cb | | |
| acB | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| d | | |
| C | | |
| cb | | |
| aBb | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| C | | |
| c | | |
| cb | | |
| abb | | |
| aBA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| dd | | |
| c | | |
| C | | |
| cb | | |
| abb | | |
| abBA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| dd | | |
| c | | |
| cC | | |
| cb | | |
| abbA | | |
| aBba | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| dd | | |
| cC | | |
| cc | | |
| cb | | |
| abbaA | | |
| abba | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| dd | | |
| cC | | |
| cc | | |
| cb | | |
| abbAa | | |
| abba | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| ddddd | | |
| dC | | |
| cc | | |
| cc | | |
| cb | | |
| abbaa | | |
| abbA | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddddd | | |
| dc | | |
| cC | | |
| cc | | |
| cb | | |
| abbAa | | |
| abba | | |
| bb | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| ddddd | | |
| dC | | |
| cc | | |
| cc | | |
| cb | | |
| abAaa | | |
| abba | | |
| Bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D ddddC | | |
| dc | | |
| cc | | |
| cc | | |
| cb | | |
| aAaaa | | |
| Babba | | |
| bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d ddddcC | | |
| D dc | | |
| cc | | |
| cc | | |
| cb | | |
| aaAaa | | |
| Bbabba | | |
| bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd C | | |
| d ddddcc | | |
| d dc | | |
| D cc | | |
| cc | | |
| cb | | |
| B aaaAa | | |
| bbabba | | |
| bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd Cc | | |
| d ddddcc | | |
| d dc | | |
| d cc | | |
| D cc | | |
| B cb | | |
| b aaAaa | | |
| bbabba | | |
| bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd cc | | |
| d ddddCc | | |
| d dc | | |
| d cc | | |
| d B cc | | |
| D b cb | | |
| b aAaaa | | |
| bbabba | | |
| bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd cc | | |
| d ddddcc | | |
| d dC | | |
| d B cc | | |
| d b cc | | |
| dDb cb | | |
| b Aaaaa | | |
| bbabba | | |
| bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd cc | | |
| d ddddcc | | |
| d B dc | | |
| d b cC | | |
| d b cc | | |
| ddD cb | | |
| b aaaaa | | |
| bbAbba | | |
| bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd cc | | |
| d Bdddcc | | |
| d b dc | | |
| d b cc | | |
| d b cC | | |
| ddd cb | | |
| D aaaaa | | |
| bAabba | | |
| bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd cc | | |
| d bBddcc | | |
| d b dc | | |
| d b cc | | |
| d b cc | | |
| ddd cC | | |
| dDaaaaa | | |
| Aaabba | | |
| bbb | | |
| bb | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1001 | |
results['episode_reward_mean']=21188.46 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| AD | | |
| | | |
| | | |
| C | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| DA | | |
| | | |
| | | |
| c | | |
| b C | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| da | | |
| A | | |
| | | |
| c | | |
| b c | | |
| b C | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| da | | |
| aA | | |
| | | |
| c | | |
| b c | | |
| b c | | |
| Bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| daA | | |
| aa | | |
| | | |
| c | | |
| b c | | |
| Bb C | | |
| bb c | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dD | | |
| dd | | |
| dAa | | |
| aa | | |
| | | |
| c | | |
| Bb c | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddD | | |
| dd | | |
| daa | | |
| Aa | | |
| | | |
| c | | |
| Bbb c | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddD | | |
| dd | | |
| daa | | |
| aA | | |
| | | |
| B c | | |
| bbb c | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| dd D | | |
| daa | | |
| aa | | |
| B A | | |
| b c | | |
| bbb c | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| dd d | | |
| daa D | | |
| B aa | | |
| b Aa | | |
| b c | | |
| bbb c | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| dd d | | |
| B daa d | | |
| b aa D | | |
| b aa | | |
| b A | | |
| bbb c C | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| B dd d | | |
| b daa d | | |
| b aa d | | |
| b aa D | | |
| b Aa C | | |
| bbb c c | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B dddd | | |
| b dd d | | |
| b daa d | | |
| b aa d | | |
| b aaDC | | |
| b aA c | | |
| bbb c c | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB dddd | | |
| b dd d | | |
| b daa d | | |
| b aa C | | |
| b aadc | | |
| b Aa Dc | | |
| bbb c c | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbB dddd | | |
| b dd d | | |
| b daa d | | |
| b aaCc | | |
| b aadc | | |
| b aa dc | | |
| bbbAc Dc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbbBdddd | | |
| b dd d | | |
| b daa d | | |
| b aCcc | | |
| b aadc | | |
| b aa dc | | |
| bbAac dc | | |
| bb ccDc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| bbbbdddd | | |
| b dd d | | |
| b daC d | | |
| b accc | | |
| b aadc | | |
| b aa dc | | |
| bbaAc dc | | |
| bb ccdc | | |
| bb ccD | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bB | | |
| bbbbdddd | | |
| b ddC d | | |
| b dac d | | |
| b accc | | |
| b aadc | | |
| b aa dc | | |
| bbAac dc | | |
| bb ccdc | | |
| bb ccd | | |
| D | | |
-------------- | |
-------------- | |
| B | | |
| bb | | |
| bbbbdCdd | | |
| b ddc d | | |
| b dac d | | |
| b accc | | |
| b aadc | | |
| b aa dc | | |
| bAaac dc | | |
| bb ccdc | | |
| bb ccd | | |
| D | | |
-------------- | |
-------------- | |
| bB | | |
| bbC | | |
| bbbbdcdd | | |
| b ddc d | | |
| b dac d | | |
| b accc | | |
| b aadc | | |
| b aa dc | | |
| baAac dc | | |
| bb ccdc | | |
| bb ccd | | |
| Dd | | |
-------------- | |
Generation: algorithm.iteration=1002 | |
results['episode_reward_mean']=21175.71 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| D | | |
| | | |
| AB | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| D | | |
| B | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| DC | | |
| b | | |
| aBA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dc | | |
| dc | | |
| bC | | |
| BbaA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dc | | |
| dc | | |
| bcA | | |
| bbCa | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dc | | |
| dc | | |
| bcaA | | |
| bbca | | |
| b C | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| dc | | |
| dc | | |
| bcAa | | |
| bbca | | |
| b c | | |
| Bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Ddd | | |
| d | | |
| dc | | |
| dcA | | |
| bcaa | | |
| bbca | | |
| Bb C | | |
| bb c | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| d | | |
| dc | | |
| dAa | | |
| bcaa | | |
| Bbbca | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| dc | | |
| daa | | |
| bAaa | | |
| Bbbbca | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| ddd | | |
| d | | |
| dc | | |
| daa | | |
| B Aaaa | | |
| bbbbca | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| ddd | | |
| d | | |
| dc | | |
| B daa | | |
| b Aaaaa | | |
| bbbbca | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| ddd | | |
| d | | |
| B dc | | |
| b daa | | |
| b aaaaa | | |
| bbAbca | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D ddd | | |
| B d | | |
| b dc | | |
| b daa | | |
| b aaaaa | | |
| bAabca C | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBddd | | |
| Db d | | |
| b dc | | |
| b daa | | |
| b aaaaaC | | |
| baabca c | | |
| Ab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbddd | | |
| db d | | |
| Db dc | | |
| b daa C | | |
| b aaaaac | | |
| baabca c | | |
| Aab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbddd | | |
| db d | | |
| Ddb dc C | | |
| b daa c | | |
| b aaaaac | | |
| baabca c | | |
| Aaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbddd | | |
| db d C | | |
|Dddb dc c | | |
| b daa c | | |
| b aaaaac | | |
| baabca c | | |
| aaab cccc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbddd | | |
| db d c | | |
|dddb dc C | | |
|D b daa c | | |
| b aaaaac | | |
| baabca c | | |
| Aaab cccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbbB | | |
| dbddd | | |
| db d C | | |
|dddb dc c | | |
|d b daa c | | |
|D b aaaaac | | |
| Abaabca c | | |
| aaab cccc | | |
| a bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1003 | |
results['episode_reward_mean']=21275.16 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C D | | |
| B | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C d | | |
| b D | | |
| B a | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cCd | | |
| bDd | | |
| b A | | |
| B a | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ccC | | |
| DddA | | |
| b a | | |
| b a | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ccc | | |
| DddCaA | | |
| b a | | |
| b a | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dccc | | |
| dddcaaA | | |
| b Ca | | |
| b a | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dccc A | | |
| dddcaaa | | |
| b ca | | |
| b Ca | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dccc aA| | |
| dddcaaa | | |
| b ca | | |
| Bb ca | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| dccc aa| | |
| dddcaaaA| | |
| b ca | | |
| Bbb ca | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| dccc aa| | |
| dddcaaaa| | |
| B b ca A| | |
| bbb ca | | |
| bb c | | |
| bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| dccc aa| | |
| Bdddcaaaa| | |
| b b ca Aa| | |
| bbb ca | | |
| bb c | | |
| bb c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| d | | |
| Bdccc aa| | |
| bdddcaaaa| | |
| b b ca aa| | |
| bbb ca A | | |
| bb c | | |
| bb c | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| d | | |
| Bd | | |
| bdccc aa| | |
| bdddcaaaa| | |
| b b ca aa| | |
| bbb ca a | | |
| bb c A | | |
| bb c | | |
| cccC | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d d | | |
| Bd | | |
| bd | | |
| bdccc aa| | |
| bdddcaaaa| | |
| b b ca aa| | |
| bbb ca a | | |
| bb c A | | |
| bb c | | |
| cccC | | |
-------------- | |
-------------- | |
| D | | |
| ddd | | |
| dBd | | |
| bd | | |
| bd | | |
| bdccc aa| | |
| bdddcaaaa| | |
| b b ca aa| | |
| bbb ca a | | |
| bb c A | | |
| bb c | | |
| cccC | | |
-------------- | |
-------------- | |
| d | | |
| Ddd | | |
| dbB | | |
| bd | | |
| bd | | |
| bdccc aa| | |
| bdddcaaaa| | |
| b b ca aa| | |
| bbb ca a | | |
| bb c A | | |
| bb c | | |
| cccC | | |
-------------- | |
-------------- | |
| d | | |
| ddd | | |
| DbbB | | |
| bd | | |
| bd | | |
| bdccc aa| | |
| bdddcaaaa| | |
| b b ca aa| | |
| bbb ca a | | |
| bb c A | | |
| bb c | | |
| cccC | | |
-------------- | |
-------------- | |
| d | | |
| Ddd | | |
| dbbbB | | |
| bd | | |
| bd | | |
| bdccc aa| | |
| bdddcaaaa| | |
| b b ca aa| | |
| bbb ca a | | |
| bb c A | | |
| bb c | | |
| cccC | | |
-------------- | |
-------------- | |
| d | | |
| ddd B | | |
| Dbbbb | | |
| bd | | |
| bd | | |
| bdccc aa| | |
| bdddcaaaa| | |
| b b ca aa| | |
| bbb ca a | | |
| bb c A | | |
| bb c | | |
| cccC | | |
-------------- | |
-------------- | |
| d | | |
| Ddd bB | | |
| dbbbb | | |
| bd | | |
| bd | | |
| bdccc aa| | |
| bdddcaaaa| | |
| b b ca aa| | |
| bbb ca a | | |
| bb c A | | |
| bb c | | |
| cccC | | |
-------------- | |
Generation: algorithm.iteration=1004 | |
results['episode_reward_mean']=21104.07 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| A | | |
| C | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| aC | | |
| Ac | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| ac | | |
| aC | | |
| Abb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| aC | | |
| ac | | |
| aAb | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| Cd | | |
| ac | | |
| ac | | |
| Aab | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dD | | |
| d | | |
| d | | |
| d | | |
| cC | | |
| ac | | |
| ac | | |
| aAb | | |
| bb | | |
| bB | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dD | | |
| d | | |
| C | | |
| cc | | |
| ac | | |
| ac | | |
| aaA | | |
| bB | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Dd | | |
| d | | |
| c | | |
| cC | | |
| ac | | |
| ac | | |
| aAa | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| C | | |
| cc | | |
| ac | | |
| ac | | |
| Aaa | | |
| bb | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| Dd | | |
| c | | |
| cC | | |
| ac | | |
| ac | | |
| Aaaa | | |
| bb | | |
| Bbb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dD | | |
| C | | |
| cc | | |
| ac | | |
| ac | | |
| Aaaaa | | |
| Bbb | | |
| bbb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dDd | | |
| dC | | |
| c | | |
| cc | | |
| ac | | |
| ac | | |
| aBaaa | | |
| Abbb | | |
| bbb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| DCd | | |
| dc | | |
| c | | |
| cc | | |
| ac | | |
| ac | | |
| Bbaaa | | |
| Aabbb | | |
| bbb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddcd | | |
| dC | | |
| c | | |
| cc | | |
| ac | | |
| B ac | | |
| Abbaaa | | |
| aabbb | | |
| bbb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Dddcd | | |
| Cc | | |
| c | | |
| cc | | |
| B ac | | |
| b ac | | |
| Aabbaaa | | |
| aabbb | | |
| bbb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddddcd | | |
| cc | | |
| Cc | | |
| B cc | | |
| b ac | | |
| A b ac | | |
| aabbaaa | | |
| aabbb | | |
| bbb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D dd | | |
| ddddcd | | |
| Cc | | |
| B cc | | |
| b cc | | |
| b ac | | |
|Aa b ac | | |
| aabbaaa | | |
| aabbb | | |
| bbb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd dd | | |
| dddCcd | | |
| B cc | | |
| b cc | | |
| b cc | | |
|A b ac | | |
|aa b ac | | |
| aabbaaa | | |
| aabbb | | |
| bbb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd dd | | |
| DBddccd | | |
| b Cc | | |
| b cc | | |
|A b cc | | |
|a b ac | | |
|aa b ac | | |
| aabbaaa | | |
| aabbb | | |
| bbb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd dd | | |
| dbBdCcd | | |
| b cc | | |
| b cc | | |
|aA b cc | | |
|a b ac | | |
|aa b ac | | |
| aabbaaa | | |
| aabbb | | |
| bbb | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1005 | |
results['episode_reward_mean']=21134.34 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| | | |
| D | | |
| C A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Bb | | |
| | | |
| D | | |
| C aA | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| bb | | |
| | | |
| D A | | |
| C aa | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bb | | |
| bb | | |
| | | |
| D aA | | |
| C aa | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bbb | | |
| bb | | |
| | | |
| D aaA | | |
| C aa | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| bBb | | |
| bb | | |
| A | | |
| D aaa | | |
| C aa | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| bbB | | |
| bb | | |
| aA| | |
| Dd aaa | | |
| c aa | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| bBb | | |
| bb | | |
| aa| | |
| Ddd aaaA| | |
| c aa | | |
| cC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bbb | | |
| bb | | |
| D aa| | |
| ddd aaaa| | |
| c aa A| | |
| cc | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| bBb | | |
| D bb | | |
| d aa| | |
| ddd aaaa| | |
| c aa Aa| | |
| cc | | |
| Cc | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| bBb | | |
| D bb | | |
| d aa| | |
| ddd aaaa| | |
| c aa aa| | |
| cc A | | |
| cC | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| DbB | | |
| d bb | | |
| d aa| | |
| ddd aaaa| | |
| c aa aa| | |
| cc a | | |
| Cc A | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dBb | | |
| d bb | | |
| d aa| | |
| ddd aaaa| | |
| c aa aa| | |
| cc a | | |
| cC a | | |
| A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| dbB | | |
| d bb | | |
| d aa| | |
| ddd aaaa| | |
| c aa aa| | |
| cc a | | |
| cc A | | |
| C a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| dbbB | | |
| d bb | | |
| d aa| | |
| ddd aaaa| | |
| c aa aa| | |
| cc a | | |
| cc a | | |
| c A | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd B | | |
| dbbb | | |
| d bb | | |
| d aa| | |
| ddd aaaa| | |
| c aa aa| | |
| cc a | | |
| cc A | | |
| C a | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd Bb | | |
| dbbb | | |
| d bb | | |
| d aa| | |
| ddd aaaa| | |
| c aa aa| | |
| cc a | | |
| cc a | | |
| cC A | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| ddd bb | | |
| D dbbb | | |
| d bb | | |
| d aa| | |
| ddd aaaa| | |
| c aa aa| | |
| cc a | | |
| ccC A | | |
| cc a | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| dd Bb | | |
| ddd bb | | |
| d dbbb | | |
| D d bb | | |
| d aa| | |
| ddd aaaa| | |
| c aa aa| | |
| cc a | | |
| ccc a | | |
| cC A | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| ddBbb | | |
| ddd bb | | |
| d dbbb | | |
| d d bb | | |
| D d aa| | |
| ddd aaaa| | |
| c aa aa| | |
| cc a | | |
| ccc A | | |
| Cc a | | |
| c | | |
-------------- | |
Generation: algorithm.iteration=1006 | |
results['episode_reward_mean']=20942.76 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| | | |
| D | | |
| B A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| | | |
| Dd | | |
| bB aA | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| D C | | |
| dd | | |
| bb aaA | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dcc | | |
| d cC | | |
| dd | | |
| bb aaa | | |
| b A | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dcc | | |
| d cc | | |
| dd C | | |
| bb aaa | | |
| b a | | |
| Bb A | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dcc | | |
| d cc | | |
| dd c | | |
| bbCaaa | | |
| b a | | |
| bb a | | |
| B A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dcc | | |
| d cc | | |
| dd c | | |
| bbcaaa | | |
| bC a | | |
| bb a | | |
| Bb Aa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dcc | | |
| d cc | | |
| dd c | | |
| bbcaaa | | |
| bc a | | |
| BbbC a | | |
| bb Aaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dcc | | |
| d cc | | |
| dd c | | |
| bbcaaa | | |
| B bc a | | |
| bbbcA a | | |
| bb Caaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| dcc | | |
| d cc | | |
| dd c | | |
| bbcaaa | | |
| Bb bc a | | |
| bbbAa a | | |
| bb cCaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| dcc | | |
| d cc | | |
| dd c | | |
| B bbcaaa | | |
| bb bA a | | |
| bbbaC a | | |
| bb ccaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| dcc | | |
| d cc | | |
| Bdd c | | |
| b bbcaaa | | |
| bb Aa a | | |
| bbbCc a | | |
| bb ccaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| dcc | | |
| Bd cc | | |
| bdd c | | |
| b bbcaaa | | |
| bbAaC a | | |
| bbbcc a | | |
| bb ccaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| Bdcc | | |
| bd cc | | |
| bdd c | | |
| b bbcaaa | | |
| bAaac a | | |
| bbbCc a | | |
| bb ccaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| DBd | | |
| bdcc | | |
| bd cc | | |
| bdd c | | |
| b bbcaaa | | |
| AaaaC a | | |
| bbbcc a | | |
| bb ccaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| Dbdcc | | |
| bd cc | | |
| bdd c | | |
| b bbCaaa | | |
| aaaac a | | |
| Abbbcc a | | |
| bb ccaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| Ddbdcc | | |
| bd cc | | |
| bdd C | | |
| b bbcaaa | | |
| aaaac a | | |
| Aabbbcc a | | |
| bb ccaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dDbdcc | | |
| bd cc | | |
| bdd c | | |
| b bbCaaa | | |
| Aaaaac a | | |
| aabbbcc a | | |
| bb ccaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| Ddbdcc | | |
| bd cc | | |
| bdd c | | |
| b bbcaaa | | |
| AaaaaaC a | | |
| aabbbcc a | | |
| bb ccaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd | | |
| ddbdcc | | |
| D bd cc | | |
| bdd c | | |
| A b bbCaaa | | |
| aaaaaac a | | |
| aabbbcc a | | |
| bb ccaa | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1007 | |
results['episode_reward_mean']=20872.82 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| A | | |
| | | |
| B | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd A | | |
| a | | |
| | | |
| b | | |
| B c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd aA | | |
| a | | |
| | | |
| b | | |
| b c | | |
| B c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd aaA | | |
| a | | |
| | | |
| b | | |
| b c | | |
| b c | | |
| B cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd aaa | | |
| a A | | |
| | | |
| b | | |
| b c | | |
| b cC | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dd aaa | | |
| a a | | |
| A | | |
| b | | |
| b cC | | |
| Bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dd aaa | | |
| a a | | |
| aA | | |
| b | | |
| Bb ccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| dd | | |
| d | | |
| dd aaa | | |
| a a | | |
| aa | | |
| b A | | |
| Bbb ccc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D dd | | |
| d | | |
| dd aaa | | |
| a a | | |
| aa | | |
| B b a | | |
| bbb cccA | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| D d | | |
| dd aaa | | |
| a a | | |
| B aa | | |
| b b a | | |
| bbb cccC | | |
| bb cccA | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d d | | |
| D dd aaa | | |
| B a a | | |
| b aa | | |
| b b C | | |
| bbb cccc | | |
| bb ccca | | |
| bb cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d d | | |
| d Bdd aaa | | |
| D b a a | | |
| b aC | | |
| b b c | | |
| bbb cccc | | |
| bb ccca | | |
| bb cc a | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d Bd | | |
| d bdd aaa | | |
| d b a aC | | |
| D b ac | | |
| b b c | | |
| bbb cccc | | |
| bb ccca | | |
| bb cc a | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d Bd | | |
| d bd | | |
| d bdd aaaC | | |
| d b a ac | | |
| dDb ac | | |
| b b c | | |
| bbb cccc | | |
| bb ccca | | |
| bb ccAa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d bB | | |
| d bd | | |
| d bdd aaCc | | |
| d b a ac | | |
| ddD ac | | |
| b b c | | |
| bbb cccc | | |
| bb ccca | | |
| bb cAaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d bbB | | |
| d bd | | |
| d bdd aCcc | | |
| d b a ac | | |
| dddD ac | | |
| b b c | | |
| bbb cccc | | |
| bb ccca | | |
| bb Aaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d bbbB | | |
| d bd C | | |
| d bdd accc | | |
| d b a ac | | |
| dddd ac | | |
| bDb c | | |
| bbb cccc | | |
| bb Acca | | |
| bb aaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd B | | |
| d bbbb | | |
| d bd Cc | | |
| d bdd accc | | |
| d b a ac | | |
| dddd ac | | |
| bdb c | | |
| bDb Accc | | |
| bb acca | | |
| bb aaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd bB | | |
| d bbbb | | |
| d bd cc | | |
| d bdd Cccc | | |
| d b a ac | | |
| dddd ac | | |
| bdb c | | |
| bdDAaccc | | |
| bb acca | | |
| bb aaaa | | |
| aa | | |
-------------- | |
-------------- | |
| B | | |
| ddd bb | | |
| d bbbb | | |
| d bd cc | | |
| d bddCcccc | | |
| d b a ac | | |
| dddd ac | | |
| bdbA c | | |
| bddaaccc | | |
| bD acca | | |
| bb aaaa | | |
| aa | | |
-------------- | |
Generation: algorithm.iteration=1008 | |
results['episode_reward_mean']=20699.8 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| | | |
| B | | |
| A C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| D | | |
| | | |
| b | | |
| BAc | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| d | | |
| D | | |
| b | | |
| baA | | |
| B c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| d | | |
| Dd | | |
| b | | |
| baaA | | |
| b c | | |
| B cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| d | | |
| Ddd | | |
| b | | |
| baaaA | | |
| b cC | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| d | | |
| Dddd | | |
| b A | | |
| baaCa | | |
| Bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| D d | | |
| dddd A | | |
| b a | | |
| BbaacC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D d | | |
| d d | | |
| dddd aA | | |
| b a | | |
| Bbbaacc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d d | | |
| d d | | |
| dddd Aa | | |
| B b a | | |
| bbbaacc | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d d | | |
| d d | | |
| BddddAaa | | |
| b b a | | |
| bbbaaccC | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d d | | |
| Bd d | | |
| bdddAaaa | | |
| b b aC | | |
| bbbaaccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| Bd d | | |
| bd d | | |
| bdddaaaa | | |
| b b A ac | | |
| bbbaaccC | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| Bd | | |
| bd d | | |
| bd d | | |
| bdddaaaa | | |
| b bAa aC | | |
| bbbaaccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| DBd | | |
| bd | | |
| bd d | | |
| bd d | | |
| bdddaaaa | | |
| b Aaa acC| | |
| bbbaaccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| Dbd | | |
| bd d | | |
| bd d | | |
| bdddaaaaC| | |
| b aaa acc| | |
| bbAaaccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| Dbd d | | |
| bd d C| | |
| bdddaaaac| | |
| b aaa acc| | |
| bAaaaccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbd d | | |
| Dbd d Cc| | |
| bdddaaaac| | |
| b aaa acc| | |
| Aaaaaccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd | | |
| dbd d C | | |
| Ddbd d cc| | |
| bdddaaaac| | |
| b aaa acc| | |
| aaaaaccc | | |
| Abb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb | | |
| dbd | | |
| dbd d c | | |
| ddbd d Cc| | |
| D bdddaaaac| | |
| b aaa acc| | |
| aaaaaccc | | |
| Aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| dd bb | | |
| dbbbb | | |
| dbd | | |
| dbd d C | | |
| ddbd d cc| | |
| dDbdddaaaac| | |
| b aaa acc| | |
| aaaaaccc | | |
| aabb cccc | | |
| A bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1009 | |
results['episode_reward_mean']=20899.54 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| BA | | |
| D | | |
| | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| baA | | |
| BdD | | |
| | | |
| c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| baDA | | |
| bdd | | |
| B | | |
| c | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| bDda | | |
| bddA | | |
| b | | |
| B c | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Ddda | | |
| bddaA | | |
| b | | |
| b c | | |
| B c | | |
| ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ddda | | |
| DddaaA | | |
| b | | |
| b c | | |
| b c | | |
| B ccc | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ddda | | |
| DdddaAa | | |
| b | | |
| b c | | |
| b c | | |
| Bb ccC | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dddda | | |
| ddddAaa | | |
| b | | |
| b c | | |
| Bb c C | | |
| bb ccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dDdda | | |
| dddAaaa | | |
| b | | |
| Bb c | | |
| bb c cC | | |
| bb ccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ddDda | | |
| dddaaaa | | |
| b A | | |
| Bbb c C | | |
| bb c cc | | |
| bb ccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dddda | | |
| dddaaaa | | |
| B bAa C | | |
| bbb c c | | |
| bb c cc | | |
| bb ccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dddda | | |
| Bdddaaaa | | |
| b Aaa cC| | |
| bbb c c | | |
| bb c cc | | |
| bb ccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| Bdddda | | |
| bdddaaaaC| | |
| b aaa cc| | |
| bbA c c | | |
| bb c cc | | |
| bb ccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dd | | |
| B Dd | | |
| bdddda C| | |
| bdddaaaac| | |
| b aaa cc| | |
| bAa c c | | |
| bb c cc | | |
| bb ccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B dd | | |
| bDdd C| | |
| bdddda c| | |
| bdddaaaac| | |
| b aaa cc| | |
| Aaa c c | | |
| bb c cc | | |
| bb ccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B dd | | |
| bDdd Cc| | |
| bdddda c| | |
| bdddaaaac| | |
| b aaa cc| | |
| aaa c c | | |
| Abb c cc | | |
| bb ccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B | | |
| bDdd C | | |
| bddd cc| | |
| bdddda c| | |
| bdddaaaac| | |
| b aaa cc| | |
| aaa c c | | |
| Aabb c cc | | |
| bb ccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB | | |
| Dddd Cc | | |
| bddd cc| | |
| bdddda c| | |
| bdddaaaac| | |
| b aaa cc| | |
| aaa c c | | |
| aabb c cc | | |
| A bb ccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| | | |
| DbB | | |
| dddd Ccc | | |
| bddd cc| | |
| bdddda c| | |
| bdddaaaac| | |
| b aaa cc| | |
| aaa c c | | |
| aabb c cc | | |
| a bb ccc | | |
| A c | | |
-------------- | |
-------------- | |
| | | |
| D B | | |
| dbb | | |
| ddddCccc | | |
| bddd cc| | |
| bdddda c| | |
| bdddaaaac| | |
| b aaa cc| | |
| aaa c c | | |
| aabb c cc | | |
| A bb ccc | | |
| a c | | |
-------------- | |
Generation: algorithm.iteration=1010 | |
results['episode_reward_mean']=20925.36 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| C | | |
| | | |
| A D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Bb | | |
| c | | |
| CD | | |
| a d | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| bb | | |
| cD | | |
| cd | | |
| a Cd | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| bB | | |
| bbD | | |
| cd | | |
| cd | | |
| a Cd | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B | | |
| bb | | |
| bDd | | |
| cd | | |
| cd | | |
| a Cd | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Bb | | |
| bb | | |
| bdd | | |
| Dd | | |
| cd | | |
| a Cd | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bb | | |
| Bb | | |
| bdd | | |
| dd | | |
| Dd | | |
| a Cd | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bb | | |
| Bbb | | |
| bdd | | |
| dd | | |
| Ddd | | |
| a Cd | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bb | | |
| Bbbb | | |
| bdd | | |
| dd | | |
| Dddd | | |
| aAcd | | |
| aaC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bb | | |
| Bbbbb | | |
| bdd | | |
| dd | | |
| dddd | | |
| DaAd | | |
| aac | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B bb | | |
| bbbbb | | |
| bdd | | |
| dd | | |
| dddd | | |
| daaA | | |
| Dac | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB bb | | |
| bbbbb | | |
| bdd | | |
| dd | | |
| dddd | | |
| daaaA | | |
| dac | | |
| D c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Bb bb | | |
| bbbbb | | |
| bdd | | |
| dd | | |
| ddddA | | |
| daaaa | | |
| dac | | |
| Dd c | | |
| ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB bb | | |
| bbbbb | | |
| bdd | | |
| dd | | |
| dddAa | | |
| daaaa | | |
| Ddac | | |
| dd c C | | |
| ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbBbb | | |
| bbbbb | | |
| bdd | | |
| dd | | |
| dddaA | | |
| daaaa | | |
| Dddac | | |
| dd c cC | | |
| ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbbBb | | |
| bbbbb | | |
| bdd | | |
| dd | | |
| dddAa | | |
| D daaaa | | |
| dddac C | | |
| dd c cc | | |
| ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbbbB | | |
| bbbbb | | |
| bdd | | |
| dd | | |
| dddaA | | |
| Dd daaaaC | | |
| dddac c | | |
| dd c cc | | |
| ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbbbbB | | |
| bbbbb | | |
| bdd | | |
| dd | | |
| dddaaA | | |
| dd daaaacC| | |
| Ddddac c | | |
| dd c cc | | |
| ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbbbbb | | |
| bbbbbB | | |
| bdd | | |
| dd | | |
| dddaAaC| | |
| dd daaaacc| | |
| Dddddac c | | |
| dd c cc | | |
| ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbbbbb | | |
| bbbbBb | | |
| bdd | | |
| dd C| | |
| dddaaAc| | |
| Ddd daaaacc| | |
| dddddac c | | |
| dd c cc | | |
| ccc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1011 | |
results['episode_reward_mean']=21149.54 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| CD | | |
| BA | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| Dd | | |
| baA | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DC | | |
| dd | | |
| baaA | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dcC | | |
| dd | | |
| baaaA | | |
| b | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dcc | | |
| ddC | | |
| baaaa | | |
| b A | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| d | | |
| dcc | | |
| ddc | | |
| bCaaa | | |
| b a | | |
| bb A | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| ddD | | |
| d | | |
| dcc | | |
| ddc | | |
| bcaaa | | |
| bC a | | |
| Bbb a | | |
| bb A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| d | | |
| dcc | | |
| ddc | | |
| bcaaa | | |
| B bc a | | |
| bbbC A | | |
| bb a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| ddd | | |
| d | | |
| dcc | | |
| ddc | | |
| bcaaa | | |
| Bb bc a | | |
| bbbc a | | |
| bb C A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dD | | |
| d | | |
| ddd | | |
| d | | |
| dcc | | |
| ddc | | |
| B bcaaa | | |
| bb bc a | | |
| bbbc A | | |
| bb c a | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dD | | |
| ddd | | |
| d | | |
| dcc | | |
| B ddc | | |
| b bcaaa | | |
| bb bc a | | |
| bbbc a | | |
| bb c A | | |
| Cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddD | | |
| ddd | | |
| d | | |
| B dcc | | |
| b ddc | | |
| b bcaaa | | |
| bb bc a | | |
| bbbc a | | |
| bbCc Aa | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddD | | |
| ddd | | |
| B d | | |
| b dcc | | |
| b ddc | | |
| b bcaaa | | |
| bb bc a | | |
| bbbc a | | |
| bbcCAaa | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| B ddd D | | |
| b d | | |
| b dcc | | |
| b ddc | | |
| b bcaaa | | |
| bb bc a | | |
| bbbCA a | | |
| bbccaaa | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| B dddd | | |
| b ddd d | | |
| b d D | | |
| b dcc | | |
| b ddc | | |
| b bcaaa | | |
| bb bC a | | |
| bbbAa a | | |
| bbccaaa | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| bB dddd | | |
| b ddd d | | |
| b d d | | |
| b dcc D | | |
| b ddc | | |
| b bcaaa | | |
| bb bAC a | | |
| bbbaa a | | |
| bbccaaa | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| bbB dddd | | |
| b ddd d | | |
| b d d | | |
| b dcc Dd | | |
| b ddc | | |
| b bcaaa | | |
| bb AacCa | | |
| bbbaa a | | |
| bbccaaa | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| bbbBdddd | | |
| b ddd d | | |
| b d d | | |
| b dcc dd | | |
| b ddc D | | |
| b bcaCa | | |
| bbAaacca | | |
| bbbaa a | | |
| bbccaaa | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| Bdd | | |
| bbbbdddd | | |
| b ddd d | | |
| b d d | | |
| b dcc dd | | |
| b ddc C | | |
| b bcaDa | | |
| bAaaacca | | |
| bbbaa a | | |
| bbccaaa | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| bBd | | |
| bbbbdddd | | |
| b ddd d | | |
| b d d | | |
| b dcc Cd | | |
| b ddc c | | |
| b bcada | | |
| AaaaacDa | | |
| bbbaa a | | |
| bbccaaa | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=1012 | |
results['episode_reward_mean']=21248.1 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DC | | |
| | | |
| BA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dc | | |
| C | | |
| baA | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| dc | | |
| c | | |
| baCA | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| Ddc | | |
| c | | |
| bacaA | | |
| b C | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| Dddc | | |
| c A | | |
| bacaa | | |
| Bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Ddd | | |
| dddc A | | |
| c a | | |
| Bbacaa | | |
| bb c | | |
| bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| ddd | | |
| dddc aA | | |
| c a | | |
| Bbbacaa | | |
| bb c | | |
| bb c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| ddd A | | |
| dddc aa | | |
| B c a | | |
| bbbacaa | | |
| bb c | | |
| bb c | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| ddd Aa | | |
| Bdddc aa | | |
| b c a | | |
| bbbacaa | | |
| bb c | | |
| bb c | | |
| cccC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| Bddd aa | | |
| bdddc Aa | | |
| b c a | | |
| bbbacaa | | |
| bb c | | |
| bb c C | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| Bd | | |
| bddd aa | | |
| bdddcAaa | | |
| b c a | | |
| bbbacaa | | |
| bb c C | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| Bd | | |
| bd | | |
| bddd aa | | |
| bdddAaaa | | |
| b c a | | |
| bbbacaaC | | |
| bb c c | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| DBd | | |
| bd | | |
| bd | | |
| bddd aa | | |
| bdddaaaa | | |
| b A aC | | |
| bbbacaac | | |
| bb c c | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| Dbd | | |
| bd | | |
| bddd aa | | |
| bdddaaaC | | |
| b Aa ac | | |
| bbbacaac | | |
| bb c c | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| Dbd | | |
| bddd aC | | |
| bdddaaac | | |
| b aa ac | | |
| bbbAcaac | | |
| bb c c | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbd C | | |
| Dbddd ac | | |
| bdddaaac | | |
| b aa ac | | |
| bbAacaac | | |
| bb c c | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd C | | |
| dbd c | | |
| dbddd ac | | |
| Dbdddaaac | | |
| b aa ac | | |
| bAaacaac | | |
| bb c c | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb | | |
| dbd Cc | | |
| dbd c | | |
| dbddd ac | | |
| dDdddaaac | | |
| b aa ac | | |
| Aaaacaac | | |
| bb c c | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd bbB | | |
| dbbbb | | |
| dbd Ccc | | |
| dbd c | | |
| dbddd ac | | |
| dddddaaac | | |
| D aa ac | | |
| aaaacaac | | |
| Abb c c | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd bbbB | | |
| dbbbb C | | |
| dbd ccc | | |
| dbd c | | |
| dbddd ac | | |
| dddddaaac | | |
| dD aa ac | | |
| aaaacaac | | |
| Aabb c c | | |
| bb c c | | |
| cccc | | |
-------------- | |
Generation: algorithm.iteration=1013 | |
results['episode_reward_mean']=21380.92 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| A | | |
| D B | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| c | | |
| Da | | |
| dAb | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| c | | |
| dD | | |
| daA | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| cC | | |
| Dd | | |
| daaA | | |
| Bbb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| ccC | | |
| Ddd | | |
| daaa | | |
| bbbA | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| Dccc | | |
| dddC | | |
| daaa | | |
| bbbaA | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dcc | | |
| dccc | | |
| dddc | | |
| daCaA | | |
| bbbaa | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dcc | | |
| dccc | | |
| dddc | | |
| daCaA | | |
| bbbaa | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dcc | | |
| dccc | | |
| dddc | | |
| dacAa | | |
| BbbCaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| dcc | | |
| dccc | | |
| dddcA | | |
| dacaa | | |
| Bbbbcaa | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| d | | |
| dcc | | |
| dccc | | |
| dddAa | | |
| B dacaa | | |
| bbbbcaa | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| dcc | | |
| dccc | | |
| Bdddaa | | |
| b daAaa | | |
| bbbbcaa | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dddd | | |
| d | | |
| d | | |
| dcc | | |
| Bdccc | | |
| bdddaa | | |
| b dAaaa | | |
| bbbbcaa | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| D d | | |
| d | | |
| Bdcc | | |
| bdccc | | |
| bdddaa | | |
| b Aaaaa | | |
| bbbbcCa | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| d d | | |
| D Bd | | |
| bdcc | | |
| bdccc | | |
| bdddaa | | |
| b aaaCa | | |
| bbAbcca | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| d Bd | | |
| d bd | | |
| D bdcc | | |
| bdccc | | |
| bdddaa | | |
| b aaaca | | |
| bbaAcCa | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| d bB | | |
| d bd | | |
| d bdcc | | |
| D bdccc | | |
| bdddaa | | |
| b aaaca | | |
| bbAaccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| d bbB | | |
| d bd | | |
| d bdcc | | |
| d bdccc | | |
| D bdddaa | | |
| b aaaca | | |
| bbaAccc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| d bbbB | | |
| d bd | | |
| d bdcc | | |
| d bdccc | | |
| dDbdddaa | | |
| b aaaca | | |
| bbAaccc | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dddd B | | |
| d bbbb | | |
| d bd | | |
| d bdcc | | |
| d bdccc | | |
| ddDdddaa | | |
| b aaaca | | |
| bAaacccC | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1014 | |
results['episode_reward_mean']=21259.52 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DC | | |
| A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dC | | |
| A | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dc | | |
| aC | | |
| bA | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| dc | | |
| aC | | |
| bA | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Ddd | | |
| d | | |
| dc | | |
| ac | | |
| AaC | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| ddd | | |
| d | | |
| dc | | |
| ac | | |
| BaAc | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| ddd | | |
| d | | |
| dc | | |
| ac | | |
| BbAac | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| ddd | | |
| d | | |
| dc | | |
| B ac | | |
| bAaac | | |
| bb c | | |
| bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| ddd | | |
| d | | |
| B dc | | |
| b ac | | |
| baaac | | |
| Ab c | | |
| bb c | | |
| Cc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| ddd | | |
| B d | | |
| b dc | | |
| b ac | | |
| baaac | | |
| Aab c | | |
| bb c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| Bddd | | |
| b d | | |
| b dc | | |
| b ac | | |
| baaac | | |
| Aaab c | | |
| bb c | | |
| Cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| DBd | | |
| bddd | | |
| b d | | |
| b dc | | |
| b ac | | |
| Abaaac | | |
| aaab c | | |
| bbCc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| Dbddd | | |
| b d | | |
| b dc | | |
| b ac | | |
| Aabaaac | | |
| aaab c | | |
| bbcc | | |
| Cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbddd | | |
| Db d | | |
| b dc | | |
| A b ac | | |
| aabaaac | | |
| aaab c | | |
| bbcc | | |
| Ccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbddd | | |
| Ddb d | | |
| b dc | | |
|Aa b ac | | |
| aabaaac | | |
| aaab c | | |
| bCcc | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbddd | | |
|Dddb d | | |
|A b dc | | |
|aa b ac | | |
| aabaaac | | |
| aaaC c | | |
| bccc | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbbB | | |
| dbd | | |
| dbddd | | |
|Addb d | | |
|D b dc | | |
|aa b ac | | |
| aabaCac | | |
| aaac c | | |
| bccc | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbbbB | | |
| dbd | | |
| dbddd | | |
|aAdb d | | |
|d b dc | | |
|Da b Cac | | |
| aabacac | | |
| aaac c | | |
| bccc | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbbbb | | |
| dbd | | |
| Adbddd | | |
|aadb d | | |
|d b Cdc | | |
|dD b cac | | |
| aabacac | | |
| aaac c | | |
| bccc | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbbbb | | |
| Adbd | | |
| adbddd | | |
|aadb Cd | | |
|d b cdc | | |
|ddDb cac | | |
| aabacac | | |
| aaac c | | |
| bccc | | |
| ccc | | |
-------------- | |
Generation: algorithm.iteration=1015 | |
results['episode_reward_mean']=21221.63 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A B | | |
| D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| aAbB | | |
| C | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| CaAb | | |
| c B | | |
| dD | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| CaAb | | |
| cD b | | |
| dd B | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| caaA | | |
| Dd b | | |
| ddBb | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| caaaA | | |
| Ddd b | | |
| dBbb | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| DcCaaa | | |
| ddd bA | | |
| dbbb | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dcc | | |
| dccCaa | | |
| ddd baA | | |
| dbbb | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dcc | | |
| dcccaa | | |
| dddCbaa | | |
| dbbb A | | |
| b | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dcc | | |
| dcccaa | | |
| dddcbaa | | |
| dbCb a | | |
| b A | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dcc | | |
| dcccaa | | |
| dddcbaa | | |
| dbcb a | | |
| bC a | | |
| bb A | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dcc | | |
| dcccaa | | |
| dddcbaa | | |
| dbcb a | | |
| bc a | | |
| BbbC a | | |
| bb A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dcc | | |
| dcccaa | | |
| dddcbaa | | |
| dbcb a | | |
| B bc a | | |
| bbbc a | | |
| bb C a | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| dcc | | |
| dcccaa | | |
| dddcbaa | | |
| dbcb a | | |
| Bb bc a | | |
| bbbc a | | |
| bb cC a | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| dcc | | |
| dcccaa | | |
| dddcbaa | | |
| B dbcb a | | |
| bb bc a | | |
| bbbcC a | | |
| bb ccAa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| dcc | | |
| dcccaa | | |
| Bdddcbaa | | |
| b dbcb a | | |
| bb bc a | | |
| bbbccCa | | |
| bb cAaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| dcc | | |
| Bdcccaa | | |
| bdddcbaa | | |
| b dbcb a | | |
| bb bc a | | |
| bbbcccC | | |
| bb Aaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| Bdcc | | |
| bdcccaa | | |
| bdddcbaa | | |
| b dbcb a | | |
| bb bc C | | |
| bbbAccc | | |
| bb aaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| DBd | | |
| bdcc | | |
| bdcccaa | | |
| bdddcbaa | | |
| b dbcb C | | |
| bb bA c | | |
| bbbaccc | | |
| bb aaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| Dbdcc | | |
| bdcccaa | | |
| bdddcbaC | | |
| b dbcb c | | |
| bb Aa c | | |
| bbbaccc | | |
| bb aaaa | | |
| aa | | |
-------------- | |
Generation: algorithm.iteration=1016 | |
results['episode_reward_mean']=20916.98 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| | | |
| A C | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| | | |
| | | |
| a c | | |
| ABC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| d | | |
| | | |
| | | |
| a c | | |
| BAc | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| d | | |
| | | |
| | | |
| a c | | |
| baA | | |
| B c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| | | |
| | | |
| a c | | |
| bAa | | |
| b c | | |
| B cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| dd | | |
| d | | |
| | | |
| | | |
| a c | | |
| baA | | |
| b cC | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| dd | | |
| d | | |
| | | |
| | | |
| a c | | |
| bAaC | | |
| Bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| dd | | |
| d | | |
| | | |
| | | |
| a cC | | |
| BAaac | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddddd | | |
| dd | | |
| d | | |
| | | |
| | | |
| a cc | | |
| ABaaC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddddd | | |
| D dd | | |
| d | | |
| | | |
| | | |
| B cC | | |
| Aabaac | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddddd | | |
| Dd dd | | |
| d | | |
| | | |
| B C | | |
| b cc | | |
| aabaac | | |
| Abb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddddd | | |
|Ddd dd | | |
| d | | |
| B C | | |
| b c | | |
| b cc | | |
| aabaac | | |
| Aabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddddd | | |
|dDd dd | | |
| Bd C | | |
| b c | | |
| b c | | |
| b cc | | |
| Aaabaac | | |
| aabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddddd | | |
|Ddd BddC | | |
| bd c | | |
| b c | | |
| b c | | |
| b cc | | |
| Aaaabaac | | |
| aabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddBddC | | |
|ddd bddc | | |
|D bd c | | |
| b c | | |
| b c | | |
| A b cc | | |
| aaaabaac | | |
| aabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| B C | | |
| dddbddc | | |
|ddd bddc | | |
|D bd c | | |
| b c | | |
| b c | | |
|Aa b cc | | |
| aaaabaac | | |
| aabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| b c | | |
| dddbddC | | |
|ddd bddc | | |
|d bd c | | |
|D b c | | |
|A b c | | |
|aa b cc | | |
| aaaabaac | | |
| aabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| bB | | |
| b C | | |
| dddbddc | | |
|ddd bddc | | |
|d bd c | | |
|d b c | | |
|D b c | | |
|Aa b cc | | |
| aaaabaac | | |
| aabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| bbB | | |
| b cC | | |
| dddbddc | | |
|ddd bddc | | |
|d bd c | | |
|d b c | | |
|A b c | | |
|Da b cc | | |
| aaaabaac | | |
| aabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| bbbBC | | |
| b cc | | |
| dddbddc | | |
|ddd bddc | | |
|d bd c | | |
|d b c | | |
|a b c | | |
|Aa b cc | | |
|Daaaabaac | | |
| aabb cc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1017 | |
results['episode_reward_mean']=21083.37 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C D | | |
| BA | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| cDd | | |
| baA | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| cDd A | | |
| baa | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| cDd aA | | |
| baa | | |
| Bbb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| cD A | | |
| cdd aa | | |
| baa | | |
| bbb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| cD Aa | | |
| cdd aa | | |
| baa | | |
| bbb | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| Dd aa | | |
| cdd Aa | | |
| baa | | |
| bbb | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| C | | |
| cc | | |
| dD aa | | |
| cddAaa | | |
| baa | | |
| bbb | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| C | | |
| c | | |
| cc | | |
| ddD aa | | |
| cddaaa | | |
| bAa | | |
| Bbbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| cC | | |
| c | | |
| cc | | |
| ddd aa | | |
| cdDAaa | | |
| B baa | | |
| bbbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ccC | | |
| c | | |
| cc | | |
| ddd aa | | |
| cDAaaa | | |
| Bb baa | | |
| bbbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ccc | | |
| c C | | |
| cc | | |
| ddd aa | | |
| B Ddaaaa | | |
| bb Aaa | | |
| bbbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ccc | | |
| cCc | | |
| cc | | |
| B ddd aa | | |
| bDddaaaa | | |
| bb Aaaa | | |
| bbbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ccc | | |
| ccc | | |
| B ccC | | |
| bDddd aa | | |
| bddAaaaa | | |
| bb aaaa | | |
| bbbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ccc | | |
| B ccc | | |
| bDccc | | |
| bdddC aa | | |
| bddaaaaa | | |
| bb Aaaa | | |
| bbbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B ccc | | |
| bD ccc | | |
| bdccc | | |
| bdddc aa | | |
| bddaCaaa | | |
| bb aaaa | | |
| bbAb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B ccc | | |
| bD ccc | | |
| bdccc | | |
| bdddc aa | | |
| bddacaaa | | |
| bb aCaa | | |
| bAab | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B ccc | | |
| bD ccc | | |
| bdccc | | |
| bdddc aa | | |
| bddacaaa | | |
| bb acaa | | |
| AaaC | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B ccc | | |
| bD ccc | | |
| bdccc | | |
| bdddc aa | | |
| bddacaaa | | |
| bb acaa | | |
| Aaaac | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B ccc | | |
| bD ccc | | |
| bdccc | | |
| bdddc aa | | |
| bddacaaa | | |
| bb acaa | | |
| aaaac | | |
| Abb c | | |
| bb C | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1018 | |
results['episode_reward_mean']=21046.89 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| | | |
| CAD | | |
| | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| b | | |
| C | | |
| ADd | | |
| | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bb | | |
| b | | |
| cC | | |
| Ddd | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bbb | | |
| b | | |
| ccC | | |
| Dddd | | |
| a | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B | | |
| bbb | | |
| b | | |
| Dccc | | |
| dddC | | |
| a | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB | | |
| bbb | | |
| D b | | |
| dccc | | |
| dddc | | |
| aAC | | |
| aa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bb | | |
| DBb | | |
| d b | | |
| dccc | | |
| dddc | | |
| aaA | | |
| aaC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Db | | |
| Bbb | | |
| d b | | |
| dccc | | |
| dddc | | |
| aaaA | | |
| aac | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddb | | |
| bBb | | |
| d b | | |
| dccc | | |
| dddcA | | |
| aaaa | | |
| aac | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| ddb | | |
| Bbb | | |
| d b | | |
| dccc | | |
| dddcaA | | |
| aaaa | | |
| aac | | |
| c | | |
| c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddb | | |
| Bbbb | | |
| d b | | |
| dccc | | |
| dddcaaA | | |
| aaaa | | |
| aac | | |
| c | | |
| c | | |
| cC | | |
-------------- | |
-------------- | |
| D | | |
| dd | | |
| ddb | | |
| bBbb | | |
| d b | | |
| dccc | | |
| dddcaAa | | |
| aaaa | | |
| aac | | |
| c | | |
| cC | | |
| cc | | |
-------------- | |
-------------- | |
| d | | |
| Dd | | |
| ddb | | |
| Bbbb | | |
| d b | | |
| dccc | | |
| dddcaaA | | |
| aaaa | | |
| aac | | |
| cC | | |
| cc | | |
| cc | | |
-------------- | |
-------------- | |
| d | | |
| dd | | |
| Dddb | | |
| bBbb | | |
| d b | | |
| dccc | | |
| dddcaAa | | |
| aaaa | | |
| aacC | | |
| cc | | |
| cc | | |
| cc | | |
-------------- | |
-------------- | |
| d | | |
| dd | | |
| dddb | | |
| DBbbb | | |
| d b | | |
| dccc | | |
| dddcaaA | | |
| aaaa | | |
| aaccC | | |
| cc | | |
| cc | | |
| cc | | |
-------------- | |
-------------- | |
| d | | |
| dd | | |
| dddb | | |
| Bbbbb | | |
| D d b | | |
| dccc A | | |
| dddcaaa | | |
| aaaaC | | |
| aaccc | | |
| cc | | |
| cc | | |
| cc | | |
-------------- | |
-------------- | |
| d | | |
| dd | | |
| dddb | | |
| Bbbbbb | | |
| d d b | | |
| D dccc aA| | |
| dddcaCa | | |
| aaaac | | |
| aaccc | | |
| cc | | |
| cc | | |
| cc | | |
-------------- | |
-------------- | |
| d | | |
| dd | | |
| dddb | | |
| bbbbbb | | |
| Bd d b | | |
| Dd dccc Caa| | |
| dddcacaA| | |
| aaaac | | |
| aaccc | | |
| cc | | |
| cc | | |
| cc | | |
-------------- | |
-------------- | |
| d | | |
| dd | | |
| dddb | | |
| bbbbbb | | |
| bB d b | | |
| dd dcccCcaa| | |
| D dddcacaa| | |
| aaaac A| | |
| aaccc | | |
| cc | | |
| cc | | |
| cc | | |
-------------- | |
-------------- | |
| d | | |
| dd | | |
| dddb | | |
| bbbbbb | | |
| bbBd b C | | |
| dd dcccccaa| | |
|Dd dddcacaa| | |
| aaaacAa| | |
| aaccc | | |
| cc | | |
| cc | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=1019 | |
results['episode_reward_mean']=20781.22 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| D A | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| D A | | |
| d a | | |
| c | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| D A | | |
| d a | | |
| d a | | |
| c | | |
| cC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| DBb | | |
| d aA | | |
| d a | | |
| d a | | |
| c | | |
| cc | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| Bbb | | |
| d aa | | |
| d aA | | |
| d a | | |
| c | | |
| cc | | |
| cC | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| bbb | | |
| B aa | | |
| d Aa | | |
| d a | | |
| c | | |
| ccC | | |
| cc | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| bbb | | |
| bBaa | | |
| d aa | | |
| d A | | |
| c C | | |
| ccc | | |
| cc | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| bbb | | |
| Bbaa | | |
| d aa | | |
| dAa | | |
| c cC| | |
| ccc | | |
| cc | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| bbb | | |
| bBaa | | |
| d aa | | |
| daa C| | |
| A c cc| | |
| ccc | | |
| cc | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D bbb | | |
| bbBa | | |
| d aa C| | |
| daa c| | |
| a c cc| | |
| A ccc | | |
| cc | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d bbB | | |
| D bbba | | |
| d aa Cc| | |
| daa c| | |
| a c cc| | |
| Aa ccc | | |
| cc | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d bbbB | | |
| d bbba C | | |
| D d aa cc| | |
| daa c| | |
| a c cc| | |
| aa ccc | | |
| A cc | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd B | | |
| d bbbb C | | |
| d bbba c | | |
| Dd d aa cc| | |
| daa c| | |
| a c cc| | |
| aa ccc | | |
| Aa cc | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd bB | | |
| d bbbb Cc | | |
| d bbba c | | |
| dd d aa cc| | |
| D daa c| | |
| a c cc| | |
| aa ccc | | |
| Aaa cc | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| ddd bb | | |
| d bbbb cc | | |
| d bbba Cc | | |
| dd d aa cc| | |
| dD daa c| | |
| a c cc| | |
| A aa ccc | | |
| aaa cc | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd Bb | | |
| ddd bb | | |
| d bbbb cc | | |
| d bbba cc | | |
| dd d aa Ccc| | |
| ddDdaa c| | |
| a c cc| | |
| Aa aa ccc | | |
| aaa cc | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bb | | |
| ddd Bb | | |
| d bbbb cc | | |
| d bbba cc | | |
| dd d aaCccc| | |
| ddddaa c| | |
| A D a c cc| | |
| aa aa ccc | | |
| aaa cc | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bb | | |
| ddd bB | | |
| d bbbb cc | | |
| d bbba cc | | |
| dd d aacccc| | |
| ddddaa C c| | |
|Aa dDa c cc| | |
| aa aa ccc | | |
| aaa cc | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| ddd bb | | |
| d bbbb cc | | |
| d bbba cc | | |
| dd d aacccc| | |
|Addddaa c c| | |
|aa ddD C cc| | |
| aa aa ccc | | |
| aaa cc | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bbB | | |
| ddd bb | | |
| d bbbb cc | | |
| d bbba cc | | |
|Add d aacccc| | |
|addddaa c c| | |
|aa ddd Cc cc| | |
| aa aD ccc | | |
| aaa cc | | |
| | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1020 | |
results['episode_reward_mean']=20857.14 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| B | | |
| AC | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| | | |
| B | | |
| Ac | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| | | |
| b | | |
| BA | | |
| c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| | | |
| b | | |
| Aa | | |
| Bc | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| | | |
| b | | |
| aA | | |
| bc | | |
| Bc | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| d | | |
| d | | |
| | | |
| b | | |
| aaA | | |
| bc | | |
| BbcC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| d | | |
| d | | |
| | | |
| b | | |
| aAa | | |
| bcC | | |
| bbcc | | |
| B cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| ddddd | | |
| d | | |
| d | | |
| | | |
| b | | |
| aaA | | |
| bccC | | |
| bbcc | | |
| bBcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddddd | | |
| d | | |
| d | | |
| | | |
| b | | |
| aaA | | |
| bccC | | |
| bBcc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Dddddd | | |
| d | | |
| d | | |
| | | |
| b | | |
| aaaA | | |
| bccc | | |
| BbccC | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddddd | | |
| D d | | |
| d | | |
| | | |
| b | | |
| aaAa | | |
| bccc | | |
| bbcccC | | |
| Bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddddd | | |
| d d | | |
| D d | | |
| | | |
| b | | |
| aAaa | | |
| bcccC | | |
| bbcccc | | |
| bBcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddddd | | |
| d d | | |
| d d | | |
| D | | |
| b | | |
| AaaaC | | |
| bcccc | | |
| bBcccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddddd | | |
| d d | | |
| d d | | |
| dD | | |
| b C | | |
| Aaaaac | | |
| bcccc | | |
| Bbcccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddddd | | |
| d d | | |
| d d | | |
| ddD C | | |
| b c | | |
| aaaaac | | |
| Abcccc | | |
| bbcccc | | |
| Bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddddd | | |
| d d | | |
| d d C | | |
| dddD c | | |
| b c | | |
| aaaaac | | |
| Aabcccc | | |
| bbcccc | | |
| Bbbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddddd | | |
| d d C | | |
| d d c | | |
| ddddD c | | |
| b c | | |
| aaaaac | | |
| Aaabcccc | | |
| Bbbcccc | | |
| bbbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddddd | | |
| d d Cc | | |
| d d c | | |
| dddddD c | | |
| b c | | |
| aaaaac | | |
| aBabcccc | | |
| Abbbcccc | | |
| bbbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddddd | | |
| d d cc | | |
| d d Cc | | |
| dddddd c | | |
| bD c | | |
| aaaaac | | |
| Bbabcccc | | |
| Aabbbcccc | | |
| bbbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddddd | | |
| d d cc | | |
| d d cc | | |
| dddddd Cc | | |
| Dd c | | |
| B aaaaac | | |
| bbabcccc | | |
| aabbbcccc | | |
| A bbbcc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1021 | |
results['episode_reward_mean']=20849.6 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| C D | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| Cb | | |
| c dD | | |
| a | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| Cb | | |
| cb | | |
| c Dd | | |
| a | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| bB | | |
| cC | | |
| cb | | |
| cDdd | | |
| a | | |
| aaA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B | | |
| Cb | | |
| cc | | |
| cb | | |
| Dddd | | |
| a | | |
| aaaA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Bb | | |
| cb | | |
| cC | | |
| cb | | |
| dddd | | |
| Da A | | |
| aaaa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB | | |
| Cb | | |
| cc | | |
| cb | | |
| DdddA | | |
| da a | | |
| aaaa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Bb | | |
| cC | | |
| cc | | |
| cb | | |
| ddddaA | | |
| Da a | | |
| aaaa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| bC | | |
| cc | | |
| cc | | |
| cb A | | |
| Ddddaa | | |
| da a | | |
| aaaa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Bb | | |
| Cc | | |
| cc | | |
| cc | | |
| cb aA| | |
| Dddddaa | | |
| da a | | |
| aaaa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| Bcc | | |
| Cc | | |
| cc A| | |
| Dcb aa| | |
| dddddaa | | |
| da a | | |
| aaaa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| bcc | | |
| Bcc A| | |
| DcC a| | |
| dcb aa| | |
| dddddaa | | |
| da a | | |
| aaaa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| bcc | | |
| Bcc Aa| | |
| Dcc a| | |
| dcC aa| | |
| dddddaa | | |
| da a | | |
| aaaa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| bcc A | | |
| DbBc aa| | |
| dcc a| | |
| dccC aa| | |
| dddddaa | | |
| da a | | |
| aaaa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| Dbcc a | | |
| dBbc Aa| | |
| dcc a| | |
| dccc aa| | |
| dddCdaa | | |
| da a | | |
| aaaa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dbb | | |
| dbcc A | | |
| dbBc aa| | |
| dcc a| | |
| dccc aa| | |
| dddcdaa | | |
| daC a | | |
| aaaa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddbb | | |
| dbcc a | | |
| dBbc Aa| | |
| dcc a| | |
| dccc aa| | |
| dddcdaa | | |
| dac a | | |
| aCaa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dddbb | | |
| dbcc A | | |
| Bbbc aa| | |
| dcc a| | |
| dccc aa| | |
| dddcdaa | | |
| dac a | | |
| acaa | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dddbb | | |
| D dbcc Aa | | |
| bbbc aa| | |
| Bcc a| | |
| dccc aa| | |
| dddcdaa | | |
| dac a | | |
| acaa | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dddbb | | |
| Dd dbcc aa | | |
| bbbc Aaa| | |
| Bbcc a| | |
| dccc aa| | |
| dddcdaa | | |
| dac a | | |
| acaa | | |
| c | | |
| cC | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1022 | |
results['episode_reward_mean']=20469.68 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A D | | |
| | | |
| B C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| a d | | |
| A | | |
| b c | | |
| B C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| a d | | |
| a | | |
| A c | | |
| b c | | |
| B C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| D | | |
| a d | | |
| a | | |
| aAc | | |
| b c | | |
| Bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| Dd | | |
| a d | | |
| a | | |
| aaA | | |
| Bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| Ddd | | |
| a d | | |
| a | | |
| BaAaC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| Dddd | | |
| a d | | |
| a | | |
| BbAaacC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D d | | |
| dddd | | |
| a d | | |
| B a | | |
| bAaaacc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d d | | |
| Dddd | | |
| B a d | | |
| b a | | |
| Aaaaacc | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d d | | |
| Dddd | | |
| B a d | | |
| b a | | |
| aaaaaccC | | |
| Abb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d d | | |
| Dddd | | |
| B a d | | |
| b a C | | |
| aaaaaccc | | |
| Aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d d | | |
| BdDdd | | |
| b a d | | |
| b a cC| | |
| aaaaaccc | | |
| aabb cccc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Bd d | | |
| bddDd | | |
| b a d C| | |
| b a cc| | |
| aaaaaccc | | |
| Aabb cccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| bd d | | |
| bdddD C| | |
| b a d c| | |
| b a cc| | |
| Aaaaaaccc | | |
| aabb cccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B | | |
| b | | |
| bd d | | |
| bdddd Cc| | |
| b a D c| | |
| b a cc| | |
| Aaaaaaaccc | | |
| aabb cccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB | | |
| b | | |
| bd d | | |
| bdddd Ccc| | |
| b aDd c| | |
| A b a cc| | |
| aaaaaaaccc | | |
| aabb cccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbB | | |
| b | | |
| bd d | | |
| bddddCccc| | |
| b Ddd c| | |
|Aa b a cc| | |
| aaaaaaaccc | | |
| aabb cccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbbB | | |
| b | | |
| bd dC | | |
| bddddcccc| | |
|A bDddd c| | |
|aa b a cc| | |
| aaaaaaaccc | | |
| aabb cccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| bbbb | | |
| b C | | |
| bd dc | | |
|A bDdddcccc| | |
|a bdddd c| | |
|aa b a cc| | |
| aaaaaaaccc | | |
| aabb cccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bB | | |
| bbbb C | | |
| b c | | |
| bD dc | | |
|a bddddcccc| | |
|A bdddd c| | |
|aa b a cc| | |
| aaaaaaaccc | | |
| aabb cccc | | |
| a bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1023 | |
results['episode_reward_mean']=20579.31 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| A | | |
| B C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| D | | |
| aA | | |
| b c | | |
| B C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| aaA | | |
| b c | | |
| b c | | |
| B C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| D | | |
| aaa | | |
| b c A | | |
| b c | | |
| Bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| Dd | | |
| aaA | | |
| b c a | | |
| Bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| Ddd A | | |
| aaa | | |
| Bb cCa | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D d | | |
| ddd aA | | |
| aaa | | |
| Bbb ccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d d | | |
| ddd Aa | | |
| B aaa | | |
| bbb ccc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| D d | | |
| B dddAaa | | |
| b aaa | | |
| bbb ccc | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| B dDd | | |
| b ddAaaa | | |
| b aaa | | |
| bbb cccC | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B d | | |
| b ddD | | |
| b ddaaaa | | |
| b AaaC | | |
| bbb cccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| b d | | |
| b ddd | | |
| b ddDaaC | | |
| b Aaaac | | |
| bbb cccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B | | |
| b | | |
| b d | | |
| b ddd C | | |
| b dDdaac | | |
| b Aaaaac | | |
| bbb cccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB | | |
| b | | |
| b d C | | |
| b ddd c | | |
| b Dddaac | | |
| b aaaaac | | |
| bbA cccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbB | | |
| b | | |
| b d Cc | | |
| b ddd c | | |
| bDdddaac | | |
| b aaaaac | | |
| bbaAcccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbbB | | |
| b | | |
| b d cc | | |
| bDddd Cc | | |
| bddddaac | | |
| b aaaaac | | |
| bbAacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| bbbb | | |
| b | | |
| b d cc | | |
| bdDddCcc | | |
| bddddaac | | |
| b aaaaac | | |
| bAaacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bB | | |
| bbbb | | |
| b | | |
| b d Ccc | | |
| bddDdccc | | |
| bddddaac | | |
| b aaaaac | | |
| Aaaacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| bb | | |
| bbbb | | |
| b C | | |
| b d ccc | | |
| bdddDccc | | |
| bddddaac | | |
| b aaaaac | | |
| aaaacccc | | |
| Abb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| bB | | |
| bb | | |
| bbbb C | | |
| b c | | |
| b d ccc | | |
| bddddccc | | |
| bdddDaac | | |
| b aaaaac | | |
| aaaacccc | | |
| Aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1024 | |
results['episode_reward_mean']=20877.1 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| | | |
| D | | |
| BC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| a | | |
| DA | | |
| d | | |
| Bbc | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Da | | |
| da | | |
| dA | | |
| bbc | | |
| B c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| da | | |
| da | | |
| da | | |
| Abc | | |
| b c | | |
| B c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| da | | |
| da | | |
| da | | |
| aAc | | |
| b c | | |
| Bb c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| da | | |
| da | | |
| da | | |
| Aac | | |
| Bb c | | |
| bb cC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| da | | |
| da | | |
| da | | |
| Aac | | |
| Bb cC | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d | | |
| da | | |
| da | | |
| da | | |
| AacC | | |
| Bb cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d | | |
| da | | |
| da | | |
| da | | |
| AaccC | | |
| Bb cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d | | |
| da | | |
| da | | |
| da C | | |
| Aaccc | | |
| Bb cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| d | | |
| da | | |
| da C | | |
| da c | | |
| BaAccc | | |
| bb cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| D d | | |
| da C | | |
| da c | | |
| da c | | |
| Bbaaccc | | |
| bbAcc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d d | | |
| D da Cc | | |
| da c | | |
| Bda c | | |
| bbaaccc | | |
| bAacc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d d C | | |
| d da cc | | |
| DBda c | | |
| bda c | | |
| bbaaccc | | |
| Aaacc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d C | | |
| d d c | | |
| dBda cc | | |
| dDda c | | |
| bda c | | |
| bbaaccc | | |
| Aaaacc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd C | | |
| d d c | | |
| dBd c | | |
| dbda cc | | |
| ddda c | | |
| Dda c | | |
| Abaaccc | | |
| aaaacc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd C | | |
| ddd c | | |
| dBd c | | |
| dbd c | | |
| dbda cc | | |
| ddda c | | |
| dDa c | | |
| abaaccc | | |
| Aaaacc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| C | | |
| dd c | | |
| dBd c | | |
| dbd c | | |
| dbd c | | |
| dbda cc | | |
| ddda c | | |
| dda c | | |
| ADaaccc | | |
| aaaacc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| cC | | |
| dd c | | |
| dbB c | | |
| dbd c | | |
| dbd c | | |
| dbda cc | | |
| ddda c | | |
| dda c | | |
| adDaccc | | |
| Aaaacc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| ccC | | |
| dd c | | |
| dbbB c | | |
| dbd c | | |
| dbd c | | |
| dbda cc | | |
| ddda c | | |
| dda c | | |
| aDdaccc | | |
| Aaaaacc | | |
| bb cc | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=1025 | |
results['episode_reward_mean']=20821.82 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DA | | |
| | | |
| BC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| daA | | |
| | | |
| bc | | |
| BC | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| daa | | |
| A | | |
| bc | | |
| Bbc | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| daa | | |
| aA | | |
| bc | | |
| bbc | | |
| B cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| daa | | |
| aaA | | |
| bc | | |
| bbcC | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| daa A | | |
| aaa | | |
| bcC | | |
| Bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| daa a | | |
| aaA | | |
| B bccC | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| daa a | | |
| aaa | | |
| Bb bcAc | | |
| bbbccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d | | |
| d | | |
| daa a | | |
| B aaa | | |
| bb bAac | | |
| bbbcccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| d | | |
| d | | |
| Bdaa a | | |
| b aaa | | |
| bb AaacC | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| D d | | |
| Bd | | |
| bdaa a | | |
| b aaa C | | |
| bbAaaacc | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| dBd | | |
| Dbd | | |
| bdaa a C | | |
| b aaa c | | |
| bAaaaacc | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| dbd | | |
| Ddbd C | | |
| bdaa a c | | |
| b aaa c | | |
| Aaaaaacc | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbd C | | |
| ddbd c | | |
| D bdaa a c | | |
| b aaa c | | |
| aaaaaacc | | |
| Abbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd C | | |
| dbd c | | |
| ddbd c | | |
| dDbdaa a c | | |
| b aaa c | | |
| aaaaaacc | | |
| Aabbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd Cc | | |
| dbd c | | |
| ddbd c | | |
| ddDdaa a c | | |
| b aaa c | | |
| aaaaaacc | | |
| aabbbcccc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd cc | | |
| dbd Cc | | |
| ddbd c | | |
| dddDaa a c | | |
| b aaa c | | |
| aaaaaacc | | |
| Aabbbcccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd cc | | |
| dbd cc | | |
| ddbd Cc | | |
| ddddDa a c | | |
| b aaa c | | |
| aaaaaacc | | |
| aAbbbcccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb | | |
| dbd cc | | |
| dbd cc | | |
| ddbd Ccc | | |
| dddDda a c | | |
| b aaa c | | |
| aaaaaacc | | |
| Aabbbcccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| dd bb | | |
| dbbbb | | |
| dbd cc | | |
| dbd cc | | |
| ddbd ccc | | |
| ddddda C c | | |
| bD aaa c | | |
| Aaaaaaacc | | |
| aabbbcccc | | |
| a bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1026 | |
results['episode_reward_mean']=21191.79 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| C | | |
| B A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| DA | | |
| bCa | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| DdaA | | |
| bcC | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| DddaaA | | |
| bcc | | |
| b C | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D d | | |
| dddaAa | | |
| bcc | | |
| b cC | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d d | | |
| dddaaA | | |
| bcc | | |
| b cc | | |
| bb C | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| d d | | |
| dddaAa | | |
| bcc | | |
| b cc | | |
| Bbb cC | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| Dd d | | |
| dddAaa | | |
| bcc | | |
| B b ccC | | |
| bbb cc | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| dD d | | |
| ddAaaa | | |
| bcc C | | |
| Bb b ccc | | |
| bbb cc | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dD | | |
| dd d | | |
| ddaaaa | | |
| B bAc c | | |
| bb b ccC | | |
| bbb cc | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| dd d | | |
| B ddaaaa | | |
| b Aac c | | |
| bb b ccc | | |
| bbb cC | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| Bdd d | | |
| b ddaaaa | | |
| b Aaac c | | |
| bb b ccc | | |
| bbb ccC| | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| Bdd | | |
| bdd d | | |
| b ddaaaa | | |
| b aaac c | | |
| bbAb cccC| | |
| bbb ccc| | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| Bd | | |
| bdd | | |
| bdd d | | |
| b ddaaaa | | |
| b aaac cC| | |
| bAab cccc| | |
| bbb ccc| | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| Bd | | |
| bd | | |
| bdd | | |
| bdd d | | |
| b ddaaaaC| | |
| b aaac cc| | |
| baab cccc| | |
| Abb ccc| | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| bB | | |
| bd | | |
| bdd | | |
| bdd d C| | |
| b ddaaaac| | |
| b aaac cc| | |
| baab cccc| | |
| Aabb ccc| | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| bbB | | |
| bd | | |
| bdd | | |
| bdd d Cc| | |
| b ddaaaac| | |
| b aaac cc| | |
| baab cccc| | |
| Aaabb ccc| | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
|Dddd | | |
| bbbB | | |
| bd | | |
| bdd C | | |
| bdd d cc| | |
| b ddaaaac| | |
| b aaac cc| | |
| baab cccc| | |
| aaabb ccc| | |
| A bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd B | | |
|D bbbb | | |
| bd | | |
| bdd Cc | | |
| bdd d cc| | |
| b ddaaaac| | |
| b aaac cc| | |
| baab cccc| | |
| aaabb ccc| | |
| aAbb | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd bB | | |
|d bbbb | | |
|D bd | | |
| bdd cc | | |
| bdd d Ccc| | |
| b ddaaaac| | |
| b aaac cc| | |
| baab cccc| | |
| aaabb ccc| | |
| Aabb | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1027 | |
results['episode_reward_mean']=21610.2 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| CD | | |
| | | |
| A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| Cd | | |
| | | |
| a | | |
| b A | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| Cd | | |
| cd | | |
| | | |
| a | | |
| b Aa | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| cC | | |
| cd | | |
| | | |
| a | | |
| b aA | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| DdC | | |
| cc | | |
| cd | | |
| | | |
| a | | |
| b Aa | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddc | | |
| cC | | |
| cd | | |
| | | |
| a | | |
| BbAaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| ddC | | |
| cc | | |
| cd | | |
| | | |
| a | | |
| BbAaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| ddc | | |
| cC | | |
| cd | | |
| | | |
| B a | | |
| bAaaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| ddC | | |
| cc | | |
| cd | | |
| B | | |
| b a | | |
| Aaaaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| ddcC | | |
| cc | | |
| B cd | | |
| b | | |
| b a | | |
| aaaaaa | | |
| Abb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd C | | |
| D ddcc | | |
| B cc | | |
| b cd | | |
| b | | |
| b a | | |
| Aaaaaa | | |
| abb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd C | | |
| ddd c | | |
| dBddcc | | |
| Db cc | | |
| b cd | | |
| b | | |
| A a | | |
| aaaaaa | | |
| abb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd c | | |
| dBd C | | |
| dbddcc | | |
| db cc | | |
| Db cd | | |
| b | | |
| Aa a | | |
| aaaaaa | | |
| abb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd c | | |
| dbB Cc | | |
| dbddcc | | |
| db cc | | |
| Ddb cd | | |
| b | | |
| Aaa a | | |
| aaaaaa | | |
| abb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd c | | |
| dbbBcc | | |
| dbddCc | | |
| db cc | | |
| dDb cd | | |
| b | | |
|Aaaa a | | |
| aaaaaa | | |
| abb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd c | | |
| dbbbBc | | |
| dbddcc | | |
| db cC | | |
| ddD cd | | |
|A b | | |
|aaaa a | | |
| aaaaaa | | |
| abb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd Bc | | |
| dbbbbc | | |
| dbddcc | | |
| db cc | | |
|AdddDcC | | |
|a b | | |
|aaaa a | | |
| aaaaaa | | |
| abb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbbc | | |
| dbddcc | | |
| db cc | | |
|addddDc | | |
|A b C | | |
|aaaa a | | |
| aaaaaa | | |
| abb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| dd bb | | |
| dbbbbc | | |
| dbddcc | | |
| db cc | | |
|addddDc | | |
|a b C | | |
|Aaaa a | | |
| aaaaaa | | |
| abb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| bB | | |
| dd bb | | |
| dbbbbc | | |
| dbddcc | | |
| db Dc | | |
|adddddc | | |
|a b c | | |
|aaaa C a | | |
|A aaaaaa | | |
| abb | | |
| bb | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1028 | |
results['episode_reward_mean']=21550.72 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| B CA | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| b caA | | |
| B C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d A | | |
| b caa | | |
| Bb c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d Aa | | |
| b caa | | |
| bb c | | |
| B c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| d Aaa | | |
| b caa | | |
| bb c | | |
| Bb c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| d aaa | | |
| b Aaa | | |
| Bbb c | | |
| bb c | | |
| ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| d aaa | | |
| b Aaaa | | |
| bbb c | | |
| Bb c | | |
| ccc | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| d aaa | | |
| bAaaaa | | |
| bbb c | | |
| bb c | | |
| B ccc | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d | | |
| d | | |
| d aaa | | |
| baaaaa | | |
| bbbA c | | |
| bb c | | |
| bB cccC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| d | | |
| d | | |
| d aaa | | |
| baaaaa | | |
| bbbaAc | | |
| bB c C | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| D d | | |
| d | | |
| d aaa | | |
| baaaaa | | |
| bBbaaA C | | |
| bb c c | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d d | | |
| D d | | |
| d aaa | | |
| BbaaaaaC | | |
| bbbaAa c | | |
| bb c c | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d d | | |
| d d | | |
| DBd aaaC | | |
| bbaaaaac | | |
| bbbAaa c | | |
| bb c c | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d d | | |
| dBd C | | |
| dDd aaac | | |
| bbaaaaac | | |
| bbAaaa c | | |
| bb c c | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| dBd C | | |
| dbd c | | |
| ddd aaac | | |
| Dbaaaaac | | |
| bAaaaa c | | |
| bb c c | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd C | | |
| dbd c | | |
| dbd c | | |
| ddd aaac | | |
| dDaaaaac | | |
| baaaaa c | | |
| bA c c | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd C | | |
| dbd c | | |
| dbd c | | |
| dbd c | | |
| ddd aaac | | |
| ddaaaaac | | |
| baDaaa c | | |
| Aa c c | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB Cc | | |
| dbd c | | |
| dbd c | | |
| dbd c | | |
| ddd aaac | | |
| ddaaaaac | | |
| AadDaa c | | |
| aa c c | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB cc | | |
| dbd Cc | | |
| dbd c | | |
| dbd c | | |
| ddd aaac | | |
| ddaaaaac | | |
| AaaDdaa c | | |
| aa c c | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbb cc | | |
| dbdB cc | | |
| dbd Cc | | |
| dbd c | | |
| ddd aaac | | |
| A ddaaaaac | | |
| aaadDaa c | | |
| aa c c | | |
| bb cccc | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=1029 | |
results['episode_reward_mean']=21523.58 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DA | | |
| | | |
| B | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| da | | |
| DA | | |
| b | | |
| B c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| da | | |
| dDA | | |
| b | | |
| b c | | |
| B c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dD | | |
| ddaA | | |
| b | | |
| b c | | |
| b c | | |
| B cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| ddaa | | |
| b A | | |
| b c | | |
| b cC | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| dd | | |
| ddaa | | |
| b a | | |
| b cC A | | |
| Bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| Dd | | |
| ddaa | | |
| b a | | |
| Bb ccCa | | |
| bb cc A | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| dd | | |
| ddaa | | |
| b a | | |
| Bbb ccca | | |
| bb ccCa | | |
| bb cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| Dd | | |
| ddaa | | |
| B b a | | |
| bbb ccca | | |
| bb cccC | | |
| bb cc a | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| dd | | |
| B Ddaa | | |
| b b a | | |
| bbb cccC | | |
| bb cccc | | |
| bb cc a | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| B dd | | |
| b Dddaa | | |
| b b C | | |
| bbb cccc | | |
| bb cccc | | |
| bb cc a | | |
| Aaa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B dd | | |
| b dd | | |
| b dddaC | | |
| b bD c | | |
| bbb cccc | | |
| bb cccc | | |
| bb cA a | | |
| aaa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| b dd | | |
| b dd | | |
| b dddCc | | |
| b Dd c | | |
| bbb cccc | | |
| bb cAcc | | |
| bb ca a | | |
| aaa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B | | |
| b | | |
| b dd | | |
| b ddC | | |
| b dddcc | | |
| b dd c | | |
| bbD cccc | | |
| bb Aacc | | |
| bb ca a | | |
| aaa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB | | |
| b | | |
| b dd | | |
| b dCc | | |
| b dddcc | | |
| b dd c | | |
| bbd Accc | | |
| bD aacc | | |
| bb ca a | | |
| aaa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbB | | |
| b | | |
| b dC | | |
| b dcc | | |
| b dddcc | | |
| b dd c | | |
| bbd aAcc | | |
| bd aacc | | |
| bD ca a | | |
| aaa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbbB | | |
| b C | | |
| b dc | | |
| b dcc | | |
| b dddcc | | |
| b dd A c | | |
| bbd aacc | | |
| bD aacc | | |
| bd ca a | | |
| aaa | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| bbbb C | | |
| b c | | |
| b dc | | |
| b dcc | | |
| b ddAcc | | |
| b dd a c | | |
| bbD aacc | | |
| bd aacc | | |
| bd ca a | | |
| aaa | | |
-------------- | |
-------------- | |
| | | |
| bBC | | |
| bbbb c | | |
| b c | | |
| b dc | | |
| b dAc | | |
| b ddacc | | |
| b Dd a c | | |
| bbd aacc | | |
| bd aacc | | |
| bd ca a | | |
| aaa | | |
-------------- | |
-------------- | |
| B | | |
| bCc | | |
| bbbb c | | |
| b c | | |
| b dA | | |
| b dac | | |
| b ddacc | | |
| bDdd a c | | |
| bbd aacc | | |
| bd aacc | | |
| bd ca a | | |
| aaa | | |
-------------- | |
Generation: algorithm.iteration=1030 | |
results['episode_reward_mean']=21360.05 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| A | | |
| B C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| a | | |
| A c | | |
| B C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| D | | |
| a | | |
| aAc | | |
| b c | | |
| B C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| Dd | | |
| a | | |
| aaA | | |
| b c | | |
| BbCc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| dd | | |
| a | | |
| aAa | | |
| Bb c | | |
| bbcc | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| dd | | |
| a | | |
| BaaA | | |
| bb c | | |
| bbCc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| dd | | |
| a | | |
| BbaaaA | | |
| bb c | | |
| bbcC | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| dd | | |
| dd | | |
| B a A | | |
| bbaaaa | | |
| bb c | | |
| bbccC | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| dd | | |
| Bdd A | | |
| b a a | | |
| bbaaaa | | |
| bb cC | | |
| bbccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d | | |
| Bdd | | |
| bdd Aa | | |
| b a a | | |
| bbaaaC | | |
| bb cc | | |
| bbccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| Bd | | |
| bdd | | |
| bdd aa | | |
| b a Aa | | |
| bbaaacC | | |
| bb cc | | |
| bbccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| Bd | | |
| bd | | |
| bdd | | |
| bdd aa | | |
| b aAaaC | | |
| bbaaacc | | |
| bb cc | | |
| bbccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| Dbd | | |
| bd | | |
| bdd | | |
| bdd aaC | | |
| b aaaac | | |
| bbaAacc | | |
| bb cc | | |
| bbccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| Dbd | | |
| bdd C | | |
| bdd aac | | |
| b aaaac | | |
| bbAaacc | | |
| bb cc | | |
| bbccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbd | | |
| Dbdd Cc | | |
| bdd aac | | |
| b aaaac | | |
| bAaaacc | | |
| bb cc | | |
| bbccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbb | | |
| dbd | | |
| dbd C | | |
| dDdd cc | | |
| bdd aac | | |
| b aaaac | | |
| Aaaaacc | | |
| bb cc | | |
| bbccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbb | | |
| dbd C | | |
| dbd c | | |
| ddDd cc | | |
| bdd aac | | |
| b aaaac | | |
| aaaaacc | | |
| Abb cc | | |
| bbccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| dd bbB | | |
| dbbb C | | |
| dbd c | | |
| dbd c | | |
| dddD cc | | |
| bdd aac | | |
| b aaaac | | |
| aaaaacc | | |
| Aabb cc | | |
| bbccc | | |
| c | | |
-------------- | |
-------------- | |
| B | | |
| dd bbbC | | |
| dbbb c | | |
| dbd c | | |
| dbd c | | |
| ddddD cc | | |
| bdd aac | | |
| b aaaac | | |
| aaaaacc | | |
| aAbb cc | | |
| bbccc | | |
| c | | |
-------------- | |
-------------- | |
| B | | |
| dd bbbC | | |
| dbbb c | | |
| dbd c | | |
| dbd c | | |
| dddddDcc | | |
| bdd aac | | |
| b aaaac | | |
| aaaaacc | | |
| Aabb cc | | |
| bbccc | | |
| c | | |
-------------- | |
Generation: algorithm.iteration=1031 | |
results['episode_reward_mean']=21329.29 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| | | |
| D | | |
| A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| | | |
| Dd | | |
| aA | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| D C | | |
| dd | | |
| aaA | | |
| bb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dcc | | |
| d cC | | |
| dd | | |
| aaa | | |
| bb A | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dcc | | |
| d cc | | |
| dd C | | |
| aaa | | |
| bb aA | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dcc | | |
| d cc | | |
| dd c | | |
| aCaA | | |
| bb aa | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| dcc | | |
| d cc | | |
| dd c A | | |
| acaa | | |
| BbbCaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| d | | |
| dcc | | |
| d cc | | |
| dd c aA | | |
| acaa | | |
| Bbbbcaa | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| dcc | | |
| d cc A | | |
| dd c aa | | |
| B acaa | | |
| bbbbcaa | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| d | | |
| dcc | | |
| d cc Aa | | |
| Bdd c aa | | |
| b acaa | | |
| bbbbcaa | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d d | | |
| d | | |
| dcc | | |
| Bd cc aa | | |
| bdd c Aa | | |
| b acaa | | |
| bbbbcaa | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| d | | |
| Bdcc | | |
| bd cc aa | | |
| bdd cAaa | | |
| b acaa | | |
| bbbbcCa | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d d | | |
| Bd | | |
| bdcc | | |
| bd cc aa | | |
| bdd Aaaa | | |
| b acaa | | |
| bbbbccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dddd | | |
| dBd | | |
| bd | | |
| bdcc | | |
| bd cc aa | | |
| bdd aaaa | | |
| b aAaa | | |
| bbbbccc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| DdbB | | |
| bd | | |
| bdcc | | |
| bd cc aa | | |
| bdd aaaa | | |
| b Aaaa | | |
| bbbbccc | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| ddbbB | | |
| D bd | | |
| bdcc | | |
| bd cc aa | | |
| bdd aaaa | | |
| b aaaa | | |
| bbbAcccC | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| ddbbbB | | |
| d bd | | |
| D bdcc | | |
| bd cc aa | | |
| bdd aaaa | | |
| b aaaaC | | |
| bbAacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dddd B | | |
| ddbbbb | | |
| d bd | | |
| d bdcc | | |
| D bd cc aa | | |
| bdd aaaC | | |
| b aaaac | | |
| bAaacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dddd bB | | |
| ddbbbb | | |
| d bd | | |
| d bdcc | | |
| d bd cc aC | | |
| D bdd aaac | | |
| b aaaac | | |
| Aaaacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dddd bbB | | |
| ddbbbb | | |
| d bd | | |
| d bdcc C | | |
| d bd cc ac | | |
| dDbdd aaac | | |
| b aaaac | | |
| aaaacccc | | |
| Abb cccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1032 | |
results['episode_reward_mean']=21150.77 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B A | | |
| | | |
| C D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| B a | | |
| | | |
| C d | | |
| D | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| B a | | |
| | | |
| C d | | |
| Dd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aa | | |
| B aA | | |
| | | |
| C Dd | | |
| dd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aa | | |
| B aa | | |
| A | | |
| CDdd | | |
| dd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aa | | |
| b aa | | |
| BD aA | | |
| cCdd | | |
| dd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aa | | |
| bD aa | | |
| bC aa | | |
| Bcdd A | | |
| dd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aa | | |
| Dd aa | | |
| bc aa | | |
| bCdd a | | |
| B dd A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aa | | |
| dD aa | | |
| bc aa | | |
| Ccdd a | | |
| b dd a | | |
| B A | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D aa | | |
| dd aa | | |
| bc aa | | |
| ccdd a | | |
| C dd a | | |
| b a | | |
| B A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd aa | | |
| dd aa | | |
| bc aa | | |
| ccdd a | | |
| cCdd a | | |
| b a | | |
| Bb a | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Ddd aa | | |
| dd aa | | |
| bc aa | | |
| cCdd a | | |
| ccdd a | | |
| Bb a | | |
| bb a | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| ddd aa | | |
| Ddd aa | | |
| bc aa | | |
| Ccdd a | | |
| Bccdd a | | |
| bb a | | |
| bb Aa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Ddd aa | | |
| ddd aa | | |
| bc aa | | |
| ccdd a | | |
| BbCcdd a | | |
| bb Aa | | |
| bb aa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| ddd aa | | |
| ddd aa | | |
| bc aa | | |
| B ccdd a | | |
| bbcCddAa | | |
| bb aa | | |
| bb aa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| ddd aa | | |
| ddd aa | | |
| B bc aa | | |
| b ccddAa | | |
| bbccCdaa | | |
| bb aa | | |
| bb aa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| ddd aa | | |
| Bddd aa | | |
| b bc Aa | | |
| b ccddaa | | |
| bbcccCaa | | |
| bb aa | | |
| bb aa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| dd | | |
| Bddd aa | | |
| bddd aA | | |
| b bc aa | | |
| b ccddaa | | |
| bbccCcaa | | |
| bb aa | | |
| bb aa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| Bd | | |
| bddd aA | | |
| bddd aa | | |
| b bc aa | | |
| b ccddaa | | |
| bbcccCaa | | |
| bb aa | | |
| bb aa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| DB | | |
| bd A | | |
| bddd aa | | |
| bddd aa | | |
| b bc aa | | |
| b ccddaa | | |
| bbccccCa | | |
| bb aa | | |
| bb aa | | |
| aa | | |
-------------- | |
Generation: algorithm.iteration=1033 | |
results['episode_reward_mean']=20936.58 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| B | | |
| A | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| | | |
| bA | | |
| Ba | | |
| Cc | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| | | |
| baA | | |
| C ba | | |
| cc B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| d | | |
| | | |
| C baaA | | |
| c ba | | |
| ccBb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| C | | |
| c baaa | | |
| c ba A | | |
| cBbb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| dd | | |
| d | | |
| c | | |
| C baaa | | |
| c ba a | | |
| cbbb A | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| dd | | |
| d | | |
| C | | |
| c baaa | | |
| c ba a | | |
| cbbb a | | |
| b A | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| dd | | |
| d | | |
| c | | |
| C baaa | | |
| c ba a | | |
| cbbb a | | |
| b a | | |
| Bb A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dDd | | |
| dd | | |
| d | | |
| C | | |
| c baaa | | |
| c ba a | | |
| cbbb a | | |
| Bb A | | |
| bb a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dD | | |
| ddd | | |
| dd | | |
| d | | |
| c | | |
| C baaa | | |
| c ba a | | |
| Bbbb a | | |
| bb a | | |
| bb A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| dd | | |
| d | | |
| C | | |
| c baaa | | |
| B ba a | | |
| bbbb a | | |
| bb A | | |
| bb a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| dd | | |
| d | | |
| cC | | |
| B baaa | | |
| b ba a | | |
| bbbb a | | |
| bb a | | |
| bb A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D dd | | |
| C | | |
| Bc | | |
| b baaa | | |
| b ba a | | |
| bbbb a | | |
| bb A | | |
| bb a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d dd | | |
| D BcC | | |
| bc | | |
| b baaa | | |
| b ba a | | |
| bbbb a | | |
| bb a | | |
| bb A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d BdC | | |
| d bcc | | |
| D bc | | |
| b baaa | | |
| b ba a | | |
| bbbb a | | |
| bb a | | |
| bb a | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddB C | | |
| d bdc | | |
| d bcc | | |
| d bc | | |
| D b baaa | | |
| b ba a | | |
| bbbb a | | |
| bb a | | |
| bb a | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| ddB | | |
| ddb cC | | |
| d bdc | | |
| d bcc | | |
| d bc | | |
| dDb baaa | | |
| b ba a | | |
| bbbb a | | |
| bb a | | |
| bb Aa | | |
| aa | | |
-------------- | |
-------------- | |
| B | | |
| ddb | | |
| ddb Cc | | |
| d bdc | | |
| d bcc | | |
| d bc | | |
| ddD baaa | | |
| b ba a | | |
| bbbb a | | |
| bb a | | |
| bb Aaa | | |
| aa | | |
-------------- | |
-------------- | |
| B | | |
| ddb | | |
| ddb cc | | |
| d bdC | | |
| d bcc | | |
| d bc | | |
| dDd baaa | | |
| b ba a | | |
| bbbb a | | |
| bb A a | | |
| bb aaa | | |
| aa | | |
-------------- | |
-------------- | |
| bB | | |
| ddb | | |
| ddb cc | | |
| d bdc | | |
| d bcC | | |
| d bc | | |
| ddd baaa | | |
| Db ba a | | |
| bbbbA a | | |
| bb a a | | |
| bb aaa | | |
| aa | | |
-------------- | |
Generation: algorithm.iteration=1034 | |
results['episode_reward_mean']=20885.84 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A C | | |
| B D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| a cD | | |
| A Cd | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| A cd | | |
| a cd | | |
| b C | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| a cd | | |
| A cd | | |
| b c | | |
| b C | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| a cd | | |
| a cd | | |
| A c | | |
| b c | | |
| Bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| a cd | | |
| a cd | | |
| Aa c | | |
| Bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| a cd | | |
| a cd | | |
| Ba c | | |
| Ab cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dddd | | |
| d | | |
| d | | |
| a cd | | |
| a cd | | |
| Bba cC | | |
| Aab cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Ddddd | | |
| d | | |
| d | | |
| a cd | | |
| B a cd | | |
| bba ccC | | |
| Aaab cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddddd | | |
| d | | |
| d | | |
| B a cd | | |
| b a cd | | |
| bba ccc | | |
| aaab ccC | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| ddddd | | |
| d | | |
| B d | | |
| b a cd | | |
| b a cd | | |
| bba ccc | | |
| Aaab cccC | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dd | | |
| Dddddd | | |
| B d | | |
| b d | | |
| b a cd | | |
| b a cd | | |
| Abba cccC | | |
| aaab cccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dd | | |
| Bddddd | | |
| D d | | |
| b d | | |
| b a cd | | |
| b a cd C | | |
| Aabba cccc | | |
| aaab cccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Bd | | |
| Dddddd | | |
| d d | | |
| b d | | |
| b a cd C | | |
| A b a cd c | | |
| aabba cccc | | |
| aaab cccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| DB | | |
| dddddd | | |
| d d | | |
| b d | | |
| b a cdCc | | |
|Aa b a cd c | | |
| aabba cccc | | |
| aaab cccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dbB | | |
| dddddd | | |
| d d | | |
| b dC | | |
| b a cdcc | | |
|aa b a cd c | | |
|Aaabba cccc | | |
| aaab cccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dbbB | | |
| dddddd | | |
| d d | | |
| b Cc | | |
| b a cdcc | | |
|aa b a cd c | | |
|aaabba cccc | | |
|A aaab cccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| Ddbbb | | |
| dddddd | | |
| d C | | |
| b cc | | |
| b a cdcc | | |
|aa b a cd c | | |
|aaabba cccc | | |
|aAaaab cccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| ddbbb | | |
| DdddddC | | |
| d c | | |
| b cc | | |
| b a cdcc | | |
|aa b a cd c | | |
|aAabba cccc | | |
|aaaaab cccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| dd bb | | |
| ddbbb C | | |
| ddddddc | | |
| Dd c | | |
| b cc | | |
| b a cdcc | | |
|aA b a cd c | | |
|aaabba cccc | | |
|aaaaab cccc | | |
| a bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1035 | |
results['episode_reward_mean']=20984.48 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| A | | |
| C | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dD | | |
| Aa | | |
| c | | |
| C | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| aaD | | |
| A | | |
| cC | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| aaD | | |
| aC | | |
| Ac | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| aDd | | |
| Cc | | |
| Aac | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| aDd | | |
| Cc | | |
| Bac | | |
| Ab | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| aDd | | |
| Cc | | |
| bBc | | |
| aA | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| Cdd | | |
| BD | | |
| bbc | | |
| aaA | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Cdd | | |
| Bdd | | |
| Dd | | |
| bbA | | |
| aaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| Bdd | | |
| Ddd | | |
| dd | | |
| bbaA | | |
| aaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| Bbdd | | |
| Dddd | | |
| dd | | |
| bbaaA | | |
| aaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Bcc | | |
| DbCd | | |
| dddd | | |
| dd A | | |
| bbaaa | | |
| aaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| Dcc | | |
| dbcC | | |
| ddddA | | |
| dd a | | |
| bbaaa | | |
| aaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B | | |
| D | | |
| dcc | | |
| dbccC | | |
| ddddaA | | |
| dd a | | |
| bbaaa | | |
| aaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| BD | | |
| d | | |
| dcc C | | |
| dbccc | | |
| ddddaaA | | |
| dd a | | |
| bbaaa | | |
| aaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| DB | | |
| d C | | |
| dcc c | | |
| dbccc A | | |
| ddddaaa | | |
| dd a | | |
| bbaaa | | |
| aaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dbB C | | |
| d c | | |
| dcc c | | |
| dbccc a | | |
| ddddaaA | | |
| dd a | | |
| bbaaa | | |
| aaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd C | | |
| dbbB c | | |
| d c | | |
| dcc c | | |
| dbccc A | | |
| ddddaaa | | |
| dd a | | |
| bbaaa | | |
| aaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| C | | |
| dd B c | | |
| Ddbbb c | | |
| d c | | |
| dcc c | | |
| dbcccAa | | |
| ddddaaa | | |
| dd a | | |
| bbaaa | | |
| aaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| cC | | |
| Dd Bb c | | |
| ddbbb c | | |
| d c | | |
| dcc c | | |
| dbcccaa | | |
| ddddaAa | | |
| dd a | | |
| bbaaa | | |
| aaa | | |
| bb | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1036 | |
results['episode_reward_mean']=20918.39 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| D | | |
| B | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| a | | |
| Dd | | |
| b | | |
| B c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| D a | | |
| dd | | |
| b | | |
| b c | | |
| B c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D aa | | |
| d aA | | |
| dd | | |
| b | | |
| b c | | |
| b c | | |
| B c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d aa | | |
| d aa | | |
| dd A | | |
| b | | |
| b c | | |
| b c | | |
| Bb c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d aa | | |
| d aa | | |
| dd Aa | | |
| b | | |
| b c | | |
| Bb c | | |
| bb cC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d aa | | |
| d aa | | |
| dd aa | | |
| b A | | |
| Bb c | | |
| bb cC | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d aa | | |
| d aa | | |
| dd aa | | |
| b A | | |
| Bbb c | | |
| bb cC | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d aa | | |
| d aa | | |
| dd aa | | |
| B b a | | |
| bbb cA | | |
| bb ccC | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d aa | | |
| d aa | | |
| Bdd aa | | |
| b b a | | |
| bbb Aa | | |
| bb cccC | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| d aa | | |
| Bd aa | | |
| bdd aa | | |
| b b a | | |
| bbbAaa C | | |
| bb cccc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| DBd aa | | |
| bd aa | | |
| bdd aa | | |
| b b a C | | |
| bbbaaa c | | |
| bbAcccc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| dbd aa | | |
| Dbd aa | | |
| bdd aaC | | |
| b b a c | | |
| bbbaaa c | | |
| bbacccc | | |
| bbAcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbd aa | | |
| dbd aaC | | |
| Dbdd aac | | |
| b b a c | | |
| bbbaaa c | | |
| bbacccc | | |
| bAacc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbd aaC | | |
| dbd aac | | |
| dDdd aac | | |
| b b a c | | |
| bbbaaa c | | |
| bbacccc | | |
| Aaacc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbd aCc | | |
| dbd aac | | |
| ddDd aac | | |
| b b a c | | |
| bbbaaa c | | |
| Abacccc | | |
| aaacc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbd acc | | |
| dbD aCc | | |
| dddd aac | | |
| b b a c | | |
| bbbaaa c | | |
| Aabacccc | | |
| aaacc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbbB | | |
| dbd | | |
| dbd acc | | |
| dbdD Ccc | | |
| dddd aac | | |
| b b a c | | |
| bbbaaa c | | |
| Aaabacccc | | |
| aaacc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbbbB | | |
| dbd | | |
| dbd Ccc | | |
| dbdd ccc | | |
| dddD aac | | |
| b b a c | | |
| Abbbaaa c | | |
| aaabacccc | | |
| aaacc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbbbb | | |
| dbd C | | |
| dbd ccc | | |
| dbdd ccc | | |
| ddddD aac | | |
| b b a c | | |
| Aabbbaaa c | | |
| aaabacccc | | |
| aaacc | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=1037 | |
results['episode_reward_mean']=20788.0 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| C | | |
| | | |
| | | |
| AB | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| C | | |
| | | |
| B | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| cC | | |
| | | |
| b | | |
| aBA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| cc | | |
| C | | |
| b | | |
| abaA | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| dd | | |
| cc | | |
| c | | |
| bC | | |
| abAa | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Ddd | | |
| dd | | |
| cc | | |
| c | | |
| bc | | |
| abCA | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| dd | | |
| cc | | |
| c | | |
| bc | | |
| abAa | | |
| bbC | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| ddd | | |
| dd | | |
| cc | | |
| c | | |
| bc | | |
| aAaa | | |
| Bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| ddd | | |
| dd | | |
| cc | | |
| c | | |
| bc | | |
| Baaaa | | |
| bbAC | | |
| bb c | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| ddd | | |
| dd | | |
| cc | | |
| c | | |
| bc | | |
| BbaAaa | | |
| bbac | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| ddd | | |
| dd | | |
| cc | | |
| c | | |
| B bc | | |
| bbAaaa | | |
| bbac | | |
| bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D ddd | | |
| dd | | |
| cc | | |
| B c | | |
| b bc | | |
| bAaaaa | | |
| bbac | | |
| bb c | | |
| Cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d ddd | | |
| D dd | | |
| B cc | | |
| b c | | |
| b bc | | |
| Aaaaaa | | |
| bbac | | |
| bbCc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d ddd | | |
| dB dd | | |
| Db cc | | |
| b c | | |
| b bc | | |
| aaaaaa | | |
| AbbCc | | |
| bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBddd | | |
| db dd | | |
| dD cc | | |
| b c | | |
| b bc | | |
| aaaCaa | | |
| Aabbcc | | |
| bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbddd | | |
| db dd | | |
| ddD cc | | |
| b c | | |
| b Cc | | |
| Aaaacaa | | |
| aabbcc | | |
| bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbddd | | |
| db dd | | |
| dddDcc | | |
| b Cc | | |
| b cc | | |
| Aaaaacaa | | |
| aabbcc | | |
| bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbddd | | |
| db dd | | |
| dddDcc | | |
| b Cc | | |
| A b cc | | |
| aaaaacaa | | |
| aabbcc | | |
| bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbddd | | |
| db dd | | |
| dddDcc | | |
| b Cc | | |
|Aa b cc | | |
| aaaaacaa | | |
| aabbcc | | |
| bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbddd | | |
| db dd | | |
| dddDcc | | |
|A b Cc | | |
|aa b cc | | |
| aaaaacaa | | |
| aabbcc | | |
| bbcc | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=1038 | |
results['episode_reward_mean']=20948.73 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| C | | |
| | | |
| B | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| c | | |
| C | | |
| b | | |
| AB | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| c | | |
| c | | |
| b C | | |
| Aab | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| c | | |
| c | | |
| b c | | |
| aab C | | |
| A b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| c | | |
| c | | |
| b c | | |
| aab c | | |
| Aa b C | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dd | | |
| c | | |
| c | | |
| b c | | |
| Aaab c | | |
| aaBb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dd | | |
| c | | |
| c | | |
| b c | | |
| AaaBb c | | |
| aabb c | | |
| bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| dd | | |
| c | | |
| c | | |
| A b c | | |
| aaBbb c | | |
| aabb c | | |
| bb c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| dd | | |
| c | | |
| c | | |
|Aa B b c | | |
| aabbb c | | |
| aabb c | | |
| bb cC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| dd | | |
| c | | |
| B c | | |
|aa b b c | | |
|Aaabbb c | | |
| aabb cC | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| dd | | |
| B c | | |
| b c | | |
|aa b b c | | |
|aaabbb cC | | |
|A aabb cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| DBdd | | |
| b c | | |
| b c | | |
|aa b b cC | | |
|Aaabbb cc | | |
|a aabb cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| dbdd | | |
| Db c | | |
| b cC | | |
|Aa b b cc | | |
|aaabbb cc | | |
|a aabb cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbdd | | |
| Ddb cC | | |
|A b cc | | |
|aa b b cc | | |
|aaabbb cc | | |
|a aabb cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbdd C | | |
|Addb cc | | |
|aD b cc | | |
|aa b b cc | | |
|aaabbb cc | | |
|a aabb cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd C | | |
| dbdd c | | |
|aAdb cc | | |
|adDb cc | | |
|aa b b cc | | |
|aaabbb cc | | |
|a aabb cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB C | | |
| dbd c | | |
| dbdd c | | |
|aadb cc | | |
|aAdD cc | | |
|aa b b cc | | |
|aaabbb cc | | |
|a aabb cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd B C | | |
| dbbbb c | | |
| dbd c | | |
| dbdd c | | |
|aadb cc | | |
|aaAdD cc | | |
|aa b b cc | | |
|aaabbb cc | | |
|a aabb cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| C | | |
| dd bBc | | |
| dbbbb c | | |
| dbd c | | |
| dbdd c | | |
|aadb cc | | |
|aaadd cc | | |
|aaAbDb cc | | |
|aaabbb cc | | |
|a aabb cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| BcC | | |
| dd bbc | | |
| dbbbb c | | |
| dbd c | | |
| dbdd c | | |
|aadb cc | | |
|aaadd cc | | |
|aaabdb cc | | |
|aaAbDb cc | | |
|a aabb cc | | |
| bb cc | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=1039 | |
results['episode_reward_mean']=20999.24 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| A | | |
| D | | |
| B | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| aA | | |
| Dd | | |
| b | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| CaaA | | |
| Ddd | | |
| b | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| cCaa | | |
| Dddd A | | |
| b | | |
| b | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| D ccaa | | |
| dddC aA | | |
| b | | |
| b | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dcc | | |
| d ccaa | | |
| dddc aa | | |
| bC A | | |
| b | | |
| bb | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dcc | | |
| d ccaa | | |
| dddc aa | | |
| bc a | | |
| bC A | | |
| Bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dcc | | |
| d ccaa | | |
| dddc aa | | |
| bc a | | |
| B bc a | | |
| bbbC A | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| dcc | | |
| d ccaa | | |
| dddc aa | | |
| bc a | | |
| Bb bc a | | |
| bbbc a | | |
| bb C A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| d | | |
| dcc | | |
| d ccaa | | |
| dddc aa | | |
| B bc a | | |
| bb bc a | | |
| bbbc a | | |
| bb c a | | |
| C A | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| dcc | | |
| d ccaa | | |
| Bdddc aa | | |
| b bc a | | |
| bb bc a | | |
| bbbc a | | |
| bb c a | | |
| cCAa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| d | | |
| dcc | | |
| Bd ccaa | | |
| bdddc aa | | |
| b bc a | | |
| bb bc a | | |
| bbbc a | | |
| bb c Aa | | |
| ccCa | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d d | | |
| d | | |
| Bdcc | | |
| bd ccaa | | |
| bdddc aa | | |
| b bc a | | |
| bb bc a | | |
| bbbc a | | |
| bb cACa | | |
| ccca | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| Bd | | |
| bdcc | | |
| bd ccaa | | |
| bdddc aa | | |
| b bc a | | |
| bb bc a | | |
| bbbcACa | | |
| bb caca | | |
| ccca | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| dBd | | |
| bd | | |
| bdcc | | |
| bd ccaa | | |
| bdddc aa | | |
| b bc a | | |
| bb bc Ca | | |
| bbbAaca | | |
| bb caca | | |
| ccca | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| DbB | | |
| bd | | |
| bdcc | | |
| bd ccaa | | |
| bdddc aa | | |
| b bc Ca | | |
| bb bc ca | | |
| bbAaaca | | |
| bb caca | | |
| ccca | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbbB | | |
| Dbd | | |
| bdcc | | |
| bd ccaa | | |
| bdddc Ca | | |
| b bc ca | | |
| bb Ac ca | | |
| bbaaaca | | |
| bb caca | | |
| ccca | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbbbB | | |
| dbd | | |
| Dbdcc | | |
| bd ccaC | | |
| bdddc ca | | |
| b bc ca | | |
| bbAac ca | | |
| bbaaaca | | |
| bb caca | | |
| ccca | | |
-------------- | |
-------------- | |
| | | |
| ddd B | | |
| dbbbb | | |
| dbd | | |
| dbdcc | | |
| Dbd ccCc | | |
| bdddc ca | | |
| b bc ca | | |
| bAaac ca | | |
| bbaaaca | | |
| bb caca | | |
| ccca | | |
-------------- | |
-------------- | |
| | | |
| ddd bB | | |
| dbbbb | | |
| dbd | | |
| dbdcc C | | |
| Ddbd cccc | | |
| bdddc ca | | |
| b bc ca | | |
| Aaaac ca | | |
| bbaaaca | | |
| bb caca | | |
| ccca | | |
-------------- | |
Generation: algorithm.iteration=1040 | |
results['episode_reward_mean']=21040.6 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| B D | | |
| | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| b D | | |
| B | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| bDC | | |
| b | | |
| BaaA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dc | | |
| bdc | | |
| b CA | | |
| baaa | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dc | | |
| bdcA | | |
| b ca | | |
| baCa | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| dc | | |
| bdcaA | | |
| b ca | | |
| baca | | |
| b C | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Ddd | | |
| dc | | |
| bdcAa | | |
| b ca | | |
| baca | | |
| Bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| ddd | | |
| dc | | |
| bdAaa | | |
| b ca | | |
| Bbaca | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| ddd | | |
| dc | | |
| bdaaa | | |
| b Aa | | |
| Bbbaca | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| ddd | | |
| dc | | |
| bdaaa | | |
| B bAaa | | |
| bbbaca | | |
| bb cc | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| ddd | | |
| dc | | |
| B bdaaa | | |
| b baaa | | |
| bbbAca | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| ddd | | |
| B dc | | |
| b bdaaa | | |
| b baaa | | |
| bbAacC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| Bddd | | |
| b dc | | |
| b bdaaa | | |
| b baaa | | |
| bAaaccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| DBd | | |
| bddd | | |
| b dc | | |
| b bdaaa | | |
| b baaaC | | |
| Aaaaccc | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| Dbddd | | |
| b dc | | |
| b bdaaC | | |
| b baaac | | |
| aaaaccc | | |
| Abb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbddd | | |
| Db dc C | | |
| b bdaac | | |
| b baaac | | |
| aaaaccc | | |
| Aabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbddd | | |
| dD dcCc | | |
| b bdaac | | |
| b baaac | | |
| aaaaccc | | |
| Aaabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbddd C | | |
| ddD dccc | | |
| b bdaac | | |
| b baaac | | |
| aaaaccc | | |
| aAabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd C | | |
| dbddd c | | |
| dddDdccc | | |
| b bdaac | | |
| b baaac | | |
| Aaaaaccc | | |
| aaabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb | | |
| dbd c | | |
| dbddd C | | |
| ddDddccc | | |
| b bdaac | | |
| b baaac | | |
| Aaaaaaccc | | |
| aaabb cc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1041 | |
results['episode_reward_mean']=20859.45 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| AD | | |
| B | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| Dd | | |
| Ab | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DC | | |
| dd | | |
| Ab | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dcC | | |
| dd | | |
| ab | | |
| Ab | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| dcc | | |
| ddC | | |
| ab | | |
| aA | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| dcc | | |
| ddc | | |
| abC | | |
| aaA | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| dcc | | |
| ddc | | |
| abc | | |
| aaCA | | |
| bb | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| dcc | | |
| ddc | | |
| abcA | | |
| aaca | | |
| BbbC | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dd | | |
| dcc | | |
| ddcA | | |
| abca | | |
| Baaca | | |
| bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dd | | |
| dcc | | |
| ddAa | | |
| abca | | |
| Bbaaca | | |
| bbbc | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| dd | | |
| dcc | | |
| ddaa | | |
| B abAa | | |
| bbaaca | | |
| bbbc | | |
| bb ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| dd | | |
| dcc | | |
| B ddaa | | |
| b aAaa | | |
| bbaaca | | |
| bbbc C | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| D dd | | |
| B dcc | | |
| b ddaa | | |
| b Aaaa | | |
| bbaacaC | | |
| bbbc c | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| dBdd | | |
| Db dcc | | |
| b ddaa | | |
| b aaaaC | | |
| bbAacac | | |
| bbbc c | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| dbdd | | |
| db dcc | | |
| Db ddaaC | | |
| b aaaac | | |
| bAaacac | | |
| bbbc c | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbdd | | |
| db dcc C | | |
| dD ddaac | | |
| b aaaac | | |
| Aaaacac | | |
| bbbc c | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbdd | | |
| db dccCc | | |
| ddDddaac | | |
| b aaaac | | |
| Aaaaacac | | |
| bbbc c | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbdd C | | |
| db dcccc | | |
| dddddaac | | |
| bDaaaac | | |
| Aaaaaacac | | |
| bbbc c | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd C | | |
| dbdd c | | |
| db dcccc | | |
| dddddaac | | |
| A bdDaaac | | |
| aaaaaacac | | |
| bbbc c | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb C | | |
| dbd c | | |
| dbdd c | | |
| db dcccc | | |
| dddddaac | | |
|Aa bddaaac | | |
| aaaaDacac | | |
| bbbc c | | |
| bb ccc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1042 | |
results['episode_reward_mean']=21094.79 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| B | | |
| D | | |
| | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| DA | | |
| d | | |
| | | |
| c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| DaA | | |
| d | | |
| | | |
| c | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Bb | | |
| dDa | | |
| d A | | |
| | | |
| c | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| bb | | |
| Dda | | |
| d aA | | |
| | | |
| c | | |
| cC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bb | | |
| bb | | |
| Ddda | | |
| d aaA | | |
| | | |
| c | | |
| Cc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bbb | | |
| bb | | |
| Dddda A | | |
| d aaa | | |
| | | |
| c | | |
| cc | | |
| Cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bbbb | | |
| D bb | | |
| dddda aA| | |
| d aaa | | |
| | | |
| c | | |
| cc | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| BbDbb | | |
| d bb | | |
| dddda aa| | |
| d aaaA| | |
| | | |
| c | | |
| cC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| BbDdbb | | |
| d bb | | |
| dddda aa| | |
| d aaaa| | |
| A| | |
| c | | |
| ccC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| bBddbb | | |
| d bb | | |
| dddda aa| | |
| d aaaa| | |
| Aa| | |
| c | | |
| cccC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| Bbddbb | | |
| d bb | | |
| dddda aa| | |
| d aaaa| | |
| aa| | |
| c A | | |
| ccccC| | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| bbddbb | | |
| B d bb | | |
| dddda aa| | |
| d aaaa| | |
| aa| | |
| c aC| | |
| cccAc| | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddd | | |
| Dbddbb | | |
|Bb d bb | | |
| dddda aa| | |
| d aaaa| | |
| aC| | |
| c ac| | |
| cccac| | |
| cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddd | | |
| Dbddbb | | |
|Bb d bb | | |
| dddda aa| | |
| d aaaC| | |
| ac| | |
| c ac| | |
| cccac| | |
| ccAa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddd | | |
|Ddbddbb | | |
|bb d bb | | |
|B dddda aC| | |
| d aaac| | |
| ac| | |
| c ac| | |
| cccac| | |
| cAaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddd | | |
|ddbddbb | | |
|Db d bb | | |
|bB dddda Cc| | |
| d aaac| | |
| ac| | |
| c ac| | |
| cAcac| | |
| caaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddd | | |
|ddbddbb | | |
|db d bb | | |
|Db ddddaCcc| | |
| B d aaac| | |
| ac| | |
| c ac| | |
| Aacac| | |
| caaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddd | | |
|ddbddbb | | |
|db d bb | | |
|db ddddCccc| | |
|DbB d aaac| | |
| ac| | |
| A ac| | |
| aacac| | |
| caaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddd | | |
|ddbddbb | | |
|db d bbC | | |
|db ddddcccc| | |
|dbbB d aaac| | |
|D ac| | |
| Aa ac| | |
| aacac| | |
| caaa | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1043 | |
results['episode_reward_mean']=21150.33 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| D | | |
| | | |
| BA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D c | | |
| d C | | |
| | | |
| baA | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d c | | |
| d c | | |
| C | | |
| baaA | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d c | | |
| d c | | |
| c | | |
| baCaA | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d c | | |
| d c | | |
| c A | | |
| bacaa | | |
| Bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| d c | | |
| d c A | | |
| c a | | |
| Bbacaa | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| d c | | |
| d cAa | | |
| c a | | |
| Bbbacaa | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| d | | |
| d cA | | |
| d caa | | |
| B c a | | |
| bbbacaa | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| d | | |
| d | | |
| d Aa | | |
| Bd caa | | |
| b c a | | |
| bbbacaa | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| D d | | |
| d | | |
| Bd Aaa | | |
| bd caa | | |
| b c a | | |
| bbbacaa | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d d | | |
| DBd A | | |
| bd aaa | | |
| bd caa | | |
| b c a | | |
| bbbacaaC | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| dBd | | |
| dbdAa | | |
| Dbd aaa | | |
| bd caa | | |
| b c aC | | |
| bbbacaac | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dBd | | |
| dbd | | |
| dbAaa | | |
| dbd aaa | | |
| Dbd caaC | | |
| b c ac | | |
| bbbacaac | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbB | | |
| dbd | | |
| dAaaa | | |
| dbd aaa | | |
| dDd caac | | |
| b c aC | | |
| bbbacaac | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbbB | | |
| dbd | | |
| Aaaaa | | |
| dbd aaa | | |
| ddD caac | | |
| b c ac | | |
| bbbacaaC | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dddB | | |
| dbbb | | |
| dbd | | |
| Aaaaaa | | |
| dbD aaa | | |
| ddd caac | | |
| b c ac | | |
| bbbacaac | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dddbB | | |
| dbbb | | |
| dbd | | |
| aaaaaa | | |
| AdbdDaaa | | |
| ddd caac | | |
| b c ac | | |
| bbbacaac | | |
| bb cccc | | |
| bb cc C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dddBb | | |
| dbbb | | |
| dbd | | |
| aaaaaa | | |
| aAbddDaa | | |
| ddd caac | | |
| b c ac | | |
| bbbacaac | | |
| bb cccC | | |
| bb cc c | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dddbB | | |
| dbbb | | |
| dbd | | |
| aaaaaa | | |
| aabdddDa | | |
| Add caac | | |
| b c ac | | |
| bbbacaac | | |
| bb cccc | | |
| bb cc C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dddbbB | | |
| dbbb | | |
| dbd | | |
| aaaaaa | | |
| aabdddda | | |
| add Daac | | |
| Ab c ac | | |
| bbbacaac | | |
| bb cccC | | |
| bb cc c | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1044 | |
results['episode_reward_mean']=20989.23 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| B C | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| b c | | |
| BAC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Ddd | | |
| b c | | |
| baA | | |
| B C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| ddd | | |
| b c | | |
| bAa | | |
| b c | | |
| B C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| ddd | | |
| b c | | |
| baA | | |
| b c | | |
| Bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| ddd | | |
| b c | | |
| bAa | | |
| Bb c | | |
| bb c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| ddd | | |
| b c | | |
| BAaa | | |
| bb c | | |
| bb cC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| ddd | | |
| b c | | |
| BAaaa | | |
| bb cC | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| ddd | | |
| B b c | | |
| baaaaC | | |
| Ab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| Bddd | | |
| b b c | | |
| baaaacC | | |
| Aab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d | | |
| Bd | | |
| bddd | | |
| b b c C | | |
| baaaacc | | |
| Aaab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| Bd | | |
| bd | | |
| bddd C | | |
| b b c c | | |
| Abaaaacc | | |
| aaab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| Dbd | | |
| bd C | | |
| bddd c | | |
| b b c c | | |
| Aabaaaacc | | |
| aaab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbd C | | |
| Dbd c | | |
| bddd c | | |
| A b b c c | | |
| aabaaaacc | | |
| aaab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbd c | | |
| Ddbd C | | |
| bddd c | | |
|Aa b b c c | | |
| aabaaaacc | | |
| aaab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbd c | | |
| ddbd Cc | | |
|AD bddd c | | |
|aa b b c c | | |
| aabaaaacc | | |
| aaab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbd Cc | | |
|Addbd cc | | |
|adDbddd c | | |
|aa b b c c | | |
| aabaaaacc | | |
| aaab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd C | | |
| dbd cc | | |
|aAdbd cc | | |
|addDddd c | | |
|aa b b c c | | |
| aabaaaacc | | |
| aaab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb C | | |
| dbd c | | |
| dbd cc | | |
|aadbd cc | | |
|aAddDdd c | | |
|aa b b c c | | |
| aabaaaacc | | |
| aaab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| B | | |
| dd bbC | | |
| dbbbb c | | |
| dbd c | | |
| dbd cc | | |
|aadbd cc | | |
|aaAdddd c | | |
|aa bDb c c | | |
| aabaaaacc | | |
| aaab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=1045 | |
results['episode_reward_mean']=20506.65 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1046 | |
results['episode_reward_mean']=20802.42 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| B | | |
| D A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| c | | |
| D A | | |
| B a | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| c | | |
| Dd aA | | |
| Bb a | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| C | | |
| cc | | |
| Dc | | |
| dd aaA | | |
| bB a | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| c | | |
| DcC | | |
| dc A | | |
| dd aaa | | |
| bb a | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D c | | |
| dcc | | |
| dcC aA| | |
| dd aaa | | |
| bb a | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d c | | |
| dcc | | |
| dccC aa| | |
| dd aaaA| | |
| bb a | | |
| b | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d c | | |
| dcc | | |
| dccc aa| | |
| dd Caaaa| | |
| bb a A| | |
| b | | |
| b | | |
| bB | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d c | | |
| dcc | | |
| dccc aa| | |
| dd caaaa| | |
| bb Ca Aa| | |
| b | | |
| bB | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d c | | |
| dcc | | |
| dccc aa| | |
| dd caaaa| | |
| bb ca aa| | |
| b C A | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d c | | |
| dcc | | |
| dccc aa| | |
| dd caaaa| | |
| bb ca aa| | |
| b c a | | |
| bbC A | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| d c | | |
| dcc | | |
| dccc aa| | |
| dd caaaa| | |
| bb ca aa| | |
| b c a | | |
| bbc a | | |
| BbbC A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| ddd | | |
| d c | | |
| dcc | | |
| dccc aa| | |
| dd caaaa| | |
| bb ca aa| | |
| b c a | | |
| Bbbc a | | |
| bbbcC a | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| Dddd | | |
| d c | | |
| dcc | | |
| dccc aa| | |
| dd caaaa| | |
| bb ca aa| | |
| Bb c a | | |
| bbbcC a | | |
| bbbcc a | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dddd | | |
| D d c | | |
| dcc | | |
| dccc aa| | |
| dd caaaa| | |
| bb ca aa| | |
| Bbb cC a | | |
| bbbcc a | | |
| bbbccAa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dddd | | |
| d d c | | |
| D dcc | | |
| dccc aa| | |
| dd caaaa| | |
| Bbb ca aa| | |
| bbb ccCa | | |
| bbbcc a | | |
| bbbcAaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dddd | | |
| d d c | | |
| d dcc | | |
| D dccc aa| | |
| Bdd caaaa| | |
| bbb ca aa| | |
| bbb ccca | | |
| bbbccCa | | |
| bbbAaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dddd | | |
| d d c | | |
| d dcc | | |
| d Bdccc aa| | |
| D bdd caaaa| | |
| bbb ca aa| | |
| bbb ccca | | |
| bbbAccC | | |
| bbbaaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dddd | | |
| d d c | | |
| d Bdcc | | |
| d bdccc aa| | |
| d bdd caaaa| | |
| D bbb ca aa| | |
| bbb AccC | | |
| bbbaccc | | |
| bbbaaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dddd | | |
| d Bd c | | |
| d bdcc | | |
| d bdccc aa| | |
| d bdd caaaa| | |
| d bbb ca Ca| | |
| D bbbAaccc | | |
| bbbaccc | | |
| bbbaaaa | | |
| aa | | |
-------------- | |
Generation: algorithm.iteration=1047 | |
results['episode_reward_mean']=20803.01 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| A | | |
| B | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| A | | |
| a | | |
| b | | |
| B | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| a | | |
| A | | |
| b | | |
| Bb | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| a | | |
| a | | |
| A b | | |
| Bbb | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| a | | |
| a | | |
| a b | | |
| Abb | | |
| B cC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dd | | |
| a | | |
| a | | |
| a b | | |
| ABbbC | | |
| b cc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dd | | |
| a | | |
| a | | |
| a b | | |
| abbbcC | | |
| AB cc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| dd | | |
| a | | |
| a | | |
| a b | | |
| abbbcc | | |
| Aab ccC | | |
| B cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| dd | | |
| a | | |
| a | | |
| a b | | |
| abbbcC | | |
| Aaab ccc | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| Dd d | | |
| dd | | |
| a | | |
| a | | |
| a b C | | |
| A abbbcc | | |
| aaBb ccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dd d | | |
| D dd | | |
| a | | |
| a C | | |
| a b c | | |
| Aa Bbbbcc | | |
| aabb ccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dd d | | |
| d dd | | |
| D a C | | |
| a c | | |
| A a b c | | |
| aaBbbbbcc | | |
| aabb ccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dd d | | |
| d dd | | |
| d a Cc | | |
| D a c | | |
|Aa B a b c | | |
| aabbbbbcc | | |
| aabb ccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dd d | | |
| d dd C | | |
| d a cc | | |
| dDB a c | | |
|aa b a b c | | |
|Aaabbbbbcc | | |
| aabb ccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dd d C | | |
| d dd c | | |
| d B a cc | | |
| ddD a c | | |
|aa b a b c | | |
|aaabbbbbcc | | |
|A aabb ccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd C | | |
| dd d c | | |
| d Bdd c | | |
| d b a cc | | |
| ddd a c | | |
|aa D a b c | | |
|Aaabbbbbcc | | |
|a aabb ccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd C | | |
| ddd c | | |
| ddBd c | | |
| d bdd c | | |
| d b a cc | | |
| ddd a c | | |
|Aa dDa b c | | |
|aaabbbbbcc | | |
|a aabb ccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| C | | |
| dd c | | |
| dBd c | | |
| ddbd c | | |
| d bdd c | | |
| d b a cc | | |
|Addd a c | | |
|aa dda b c | | |
|aaabDbbbcc | | |
|a aabb ccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| cC | | |
| dd c | | |
| dbB c | | |
| ddbd c | | |
| d bdd c | | |
|Ad b a cc | | |
|addd a c | | |
|aa dda b c | | |
|aaabdDbbcc | | |
|a aabb ccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| cc | | |
| dd cC | | |
| dbbB c | | |
| ddbd c | | |
| d bdd c | | |
|aA b a cc | | |
|addd a c | | |
|aa dda b c | | |
|aaabddDbcc | | |
|a aabb ccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1048 | |
results['episode_reward_mean']=20886.11 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| DC | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| DC | | |
| a | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D B | | |
| dC | | |
| a | | |
| a | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D B | | |
| dC | | |
| a | | |
| A | | |
| a | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d B | | |
| dC | | |
| A | | |
| a | | |
| a | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| dBb | | |
| dcC | | |
| a | | |
| A | | |
| a | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| dbb | | |
| dBc | | |
| A C | | |
| a | | |
| a | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| dd | | |
| dbb | | |
| dBc | | |
| A c | | |
| a C | | |
| a | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| dbb | | |
| dBc | | |
| A c | | |
| a c | | |
| a C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| dd | | |
| dbb | | |
| Abc | | |
| aBc | | |
| a c | | |
| a c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| dd | | |
| dbb | | |
| abc | | |
| Abc | | |
| aBc | | |
| a c | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| Dd d | | |
| dd | | |
| dbb | | |
| abc | | |
| abc | | |
| Abc | | |
| aBc | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dd d | | |
| D dd | | |
| dbb | | |
| abc | | |
| abc | | |
| Abc | | |
| aBc | | |
| cC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dd d | | |
| d dd | | |
| D dbb | | |
| abc | | |
| abc | | |
| Abc | | |
| aBcC | | |
| cc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dd d | | |
| d dd | | |
| d dbb | | |
| D abc | | |
| abc | | |
| abc | | |
| AbccC | | |
| Bcc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dd d | | |
| d dd | | |
| d dbb | | |
| d abc | | |
| D abc | | |
| abc | | |
| Aabccc | | |
| BbccC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dd d | | |
| d dd | | |
| d dbb | | |
| d abc | | |
| dD abc | | |
| abc | | |
| Aaabccc | | |
| bbcccC | | |
| B cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dd d | | |
| d dd | | |
| d dbb | | |
| d abc | | |
| ddD abc | | |
| abc | | |
| aaabcccC | | |
| A bbcccc | | |
| bBcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dd d | | |
| d dd | | |
| d dbb | | |
| d abc | | |
| dddDabc | | |
| abc C | | |
| aaabcccc | | |
| Aa bbcccc | | |
| bbBc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dd d | | |
| d dd | | |
| d dbb | | |
| d abc | | |
| ddddabc | | |
| Dabc c | | |
| aaabcccC | | |
| aa bbBccc | | |
| A bbbc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1049 | |
results['episode_reward_mean']=21044.15 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| CD | | |
| | | |
| B | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cdD | | |
| C | | |
| B | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cddD | | |
| Cc | | |
| B | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cddd | | |
| cc D | | |
| C B | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cddd | | |
| cc Dd | | |
| cC B | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cddd | | |
| ccDdd | | |
| cc B | | |
| CA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cddd | | |
| cDddd | | |
| cc B | | |
| cA | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cddd | | |
| cdddd | | |
| cD B | | |
| CA | | |
| c | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cddd | | |
| cdddd | | |
| cC B | | |
| DA | | |
| c | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cddd | | |
| cdddd | | |
| cc B | | |
| DCA | | |
| c | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cddd | | |
| cdddd | | |
| cC b | | |
| dAaB | | |
| Dc | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cddd | | |
| cCddd | | |
| cc B | | |
| Daab | | |
| dA | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Cddd | | |
| ccdBd | | |
| Dc b | | |
| daab | | |
| daA | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cdBd | | |
| cCdbd | | |
| Ddc b | | |
| daab | | |
| daaA | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| cdbd | | |
| DCcdbd | | |
| ddc b | | |
| daaA | | |
| daaa | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| b | | |
| cdbd | | |
| dDcdbd | | |
| dCc A | | |
| daaa | | |
| daaa | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| bB | | |
| b | | |
| cdbd | | |
| ddDdAd | | |
| dcC a | | |
| daaa | | |
| daaa | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B | | |
| bb | | |
| b | | |
| DdAd | | |
| ddddad | | |
| dcc a | | |
| dCaa | | |
| daaa | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Bb | | |
| bb | | |
| D A | | |
| ddad | | |
| ddddad | | |
| dcc a | | |
| dcaa | | |
| dCaa | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bb | | |
| D Bb | | |
| d aA | | |
| ddad | | |
| ddddad | | |
| dcc a | | |
| dcaa | | |
| dcCa | | |
| | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1050 | |
results['episode_reward_mean']=21451.24 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| D | | |
| C | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| Db | | |
| d | | |
| c | | |
| CA | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bb | | |
| Ddb | | |
| d | | |
| cA | | |
| ca | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bbb | | |
| ddb | | |
| Dd | | |
| caA | | |
| ca | | |
| c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bbbb | | |
| Ddb | | |
| dd | | |
| cAa | | |
| ca | | |
| c | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| BbDbb | | |
| ddb | | |
| dd | | |
| caA | | |
| ca | | |
| c | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| BbDdbb | | |
| ddb | | |
| dd | | |
| caaA | | |
| ca | | |
| c | | |
| cC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| bBddbb | | |
| ddb | | |
| dd A | | |
| caaa | | |
| ca | | |
| cC | | |
| cc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| Bbddbb | | |
| ddb | | |
| dd aA| | |
| caaa | | |
| ca | | |
| ccC | | |
| cc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
|Bbbddbb | | |
| ddb | | |
| dd aa| | |
| caaaA| | |
| ca | | |
| ccc | | |
| ccC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Dd | | |
|bbbddbb | | |
|B ddb | | |
| dd aa| | |
| caaaa| | |
| ca A| | |
| ccc | | |
| cccC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dd | | |
|bbDddbb | | |
|b ddb | | |
|B dd aa| | |
| caaaa| | |
| ca Aa| | |
| cccC | | |
| cccc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dd | | |
|bbdddbb | | |
|b D ddb | | |
|b dd aa| | |
|B caaaa| | |
| ca Ca| | |
| cccA | | |
| cccc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dd | | |
|bbdddbb | | |
|b d ddb | | |
|B D dd aa| | |
|b caaCa| | |
| ca ca| | |
| ccca | | |
| cccA | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dd | | |
|bbdddbb | | |
|b d ddb | | |
|bDd dd aa| | |
|B caacC| | |
| ca ca| | |
| ccca | | |
| ccca | | |
| cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dd | | |
|bbdddbb | | |
|b d ddb | | |
|bdD dd aC| | |
|b caacc| | |
|B ca ca| | |
| ccca | | |
| ccca | | |
| ccAa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dd | | |
|bbdddbb | | |
|b d ddb | | |
|bddDdd Cc| | |
|b caacc| | |
|bB ca ca| | |
| ccca | | |
| ccca | | |
| cAaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dd | | |
|bbdddbb | | |
|b d ddb | | |
|bdddDd Ccc| | |
|b caacc| | |
|bbB ca ca| | |
| ccca | | |
| cAca | | |
| caaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dd | | |
|bbdddbb | | |
|b d ddb | | |
|bddddD Cccc| | |
|b caacc| | |
|bbb ca ca| | |
| B ccca | | |
| Aaca | | |
| caaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dd | | |
|bbdddbb | | |
|b d ddb | | |
|bdddddDCcccc| | |
|b caacc| | |
|bbb ca ca| | |
| b Acca | | |
| B aaca | | |
| caaa | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1051 | |
results['episode_reward_mean']=21198.71 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| | | |
| CBA | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| | | |
| C | | |
| cbaA | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| C | | |
| c | | |
| cbaaA | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| cC | | |
| c | | |
| cbaaa | | |
| b A | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| ccC | | |
| c | | |
| cbaaa | | |
| Bb a | | |
| bb A | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dd | | |
| ccc | | |
| c C | | |
| cbaaa | | |
| bb A | | |
| Bb a | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dd | | |
| ccc | | |
| c c | | |
| cbCaA | | |
| bb a | | |
| bb a | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| dd | | |
| ccc | | |
| c c | | |
| cbcAa | | |
| bbC a | | |
| bb a | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| dd | | |
| ccc | | |
| c cA | | |
| cbcaa | | |
| bbc a | | |
| BbbC a | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| ddd | | |
| d | | |
| dd | | |
| ccc | | |
| c Aa | | |
| cbcaa | | |
| Bbbc a | | |
| bbbc a | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
|Dddd | | |
| ddd | | |
| d | | |
| dd | | |
| ccc | | |
| c aa | | |
| cbAaa | | |
| Bbbbc a | | |
| bbbC a | | |
| bb c | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|D ddd | | |
| d | | |
| dd | | |
| ccc | | |
| c aa | | |
| B cAaaa | | |
| bbbbc a | | |
| bbbc a | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d ddd | | |
|D d | | |
| dd | | |
| ccc | | |
| B c aa | | |
| b Aaaaa | | |
| bbbbc a | | |
| bbbc a | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d ddd | | |
|d d | | |
|D dd | | |
| B ccc | | |
| b c aa | | |
| b aaaaa | | |
| bbAbc a | | |
| bbbcCa | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d ddd | | |
|d d | | |
|d Bdd | | |
|D b ccc | | |
| b c aa | | |
| b aaaaa | | |
| bAabcCa | | |
| bbbcca | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d ddd | | |
|d Bd | | |
|d bdd | | |
|d b ccc | | |
|D b c aa | | |
| b aaaCa | | |
| Aaabcca | | |
| bbbcca | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d dBd | | |
|d bd | | |
|d bdd | | |
|d b ccc | | |
|d b c aC | | |
|D b aaaca | | |
| aaabcca | | |
| Abbbcca | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d dbB | | |
|d bd | | |
|d bdd | | |
|d b cccC | | |
|d b c ac | | |
|d b aaaca | | |
|D aaabcca | | |
| Aabbbcca | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d dbbB | | |
|d bd | | |
|d bdd C | | |
|d b cccc | | |
|d b c ac | | |
|d b aaaca | | |
|dDAaaabcca | | |
| aabbbcca | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d dbbbB | | |
|d bd C | | |
|d bdd c | | |
|d b cccc | | |
|d b c ac | | |
|d b aaaca | | |
|dADaaabcca | | |
| aabbbcca | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1052 | |
results['episode_reward_mean']=21113.93 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| D | | |
| C | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| D | | |
| C | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| CD | | |
| c | | |
| Bbb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| CaA | | |
| cdD | | |
| c | | |
| bbb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cCDA | | |
| cdd | | |
| c | | |
| bbb | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ccCa | | |
| cdDA | | |
| c | | |
| bbb | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| ccca | | |
| cDdaA | | |
| c | | |
| bbb | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| C | | |
| c | | |
| ccca | | |
| DddaaA | | |
| c | | |
| Bbbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| c | | |
| C | | |
| ccca A | | |
| Ddddaaa | | |
| c | | |
| Bbbbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| c | | |
| c | | |
| DccCaAa | | |
| ddddaaa | | |
| B c | | |
| bbbbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| c | | |
| D c | | |
| dcccaaa | | |
| BdddCaAa | | |
| b c | | |
| bbbbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D c | | |
| d c | | |
| Bdcccaaa | | |
| bdddcAaa | | |
| b c C | | |
| bbbbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d c | | |
| Bd c | | |
| bdcccaaa | | |
| bdddAaaa | | |
| b c c | | |
| bbbbC | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| Bd c | | |
| bd c | | |
| bdcccaaa | | |
| bdddaaaa | | |
| b c A | | |
| bbbbc | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| Bd | | |
| bd c | | |
| bd c | | |
| bdcccaaa | | |
| bdddaaaa | | |
| b cAa | | |
| bbbbc | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| bB | | |
| bd c | | |
| bd c | | |
| bdcccaaa | | |
| bdddaaaa | | |
| b caa | | |
| bbbAc | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| bbB | | |
| bd c | | |
| bd c | | |
| bdcccaaa | | |
| bdddaaaa | | |
| b caa | | |
| bbAac | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|Dddd | | |
| bbbB | | |
| bd c | | |
| bd c | | |
| bdcccaaa | | |
| bdddaaaa | | |
| b caa | | |
| bAaacC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd B | | |
|D bbbb | | |
| bd c | | |
| bd c | | |
| bdcccaaa | | |
| bdddaaaa | | |
| b caa | | |
| AaaaccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd bB | | |
|d bbbb | | |
|D bd c | | |
| bd c | | |
| bdcccaaa | | |
| bdddaaaa | | |
| b caa | | |
| aaaaccc | | |
| Abb ccC | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1053 | |
results['episode_reward_mean']=21056.44 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DA | | |
| B | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| daA | | |
| C D | | |
| B | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C daa | | |
| cDd A | | |
| b | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cCdaa | | |
| Ddd aA | | |
| b | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DcCaa | | |
| ddd aa | | |
| b A | | |
| b | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dccaa | | |
| ddC aa | | |
| b a | | |
| b A | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| dccaa | | |
| ddc aa | | |
| b C A | | |
| b a | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| dccaa | | |
| ddc aa | | |
| b c a | | |
| Bb C A | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| dccaa | | |
| ddc aa | | |
| b c a | | |
| Bbb c a | | |
| bb C A | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| dd | | |
| dccaa | | |
| ddc aa | | |
| B b c a | | |
| bbb c a | | |
| bb c a | | |
| bb C A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| d | | |
| dd | | |
| dccaa | | |
| B ddc aa | | |
| b b c a | | |
| bbb c a | | |
| bb c a | | |
| bb c a | | |
| C A | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| dd | | |
| B dccaa | | |
| b ddc aa | | |
| b b c a | | |
| bbb c a | | |
| bb c a | | |
| bb c a | | |
| cCAa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| d | | |
| Bdd | | |
| b dccaa | | |
| b ddc aa | | |
| b b c a | | |
| bbb c a | | |
| bb c a | | |
| bb cCAa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| Dd d | | |
| Bd | | |
| bdd | | |
| b dccaa | | |
| b ddc aa | | |
| b b c a | | |
| bbb c a | | |
| bb cC a | | |
| bb cAaa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| ddBd | | |
| D bd | | |
| bdd | | |
| b dccaa | | |
| b ddc aa | | |
| b b c a | | |
| bbb cC a | | |
| bb cA a | | |
| bb caaa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| ddbB | | |
| d bd | | |
| D bdd | | |
| b dccaa | | |
| b ddc aa | | |
| b b c a | | |
| bbb Cc a | | |
| bb Aa a | | |
| bb caaa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| ddbbB | | |
| d bd | | |
| d bdd | | |
| D b dccaa | | |
| b ddc aa | | |
| b b C a | | |
| bbb Ac a | | |
| bb aa a | | |
| bb caaa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| ddbbbB | | |
| d bd | | |
| d bdd | | |
| dDb dccaa | | |
| b ddc aa | | |
| b bCc a | | |
| bbbAac a | | |
| bb aa a | | |
| bb caaa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
| ddd B | | |
| ddbbbb | | |
| d bd | | |
| d bdd | | |
| ddD dccaa | | |
| b dCc aa | | |
| b bcc a | | |
| bbAaac a | | |
| bb aa a | | |
| bb caaa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
| ddd bB | | |
| ddbbbb | | |
| d bd | | |
| d bdd | | |
| dddDdccaa | | |
| b Ccc aa | | |
| b bcc a | | |
| bAaaac a | | |
| bb aa a | | |
| bb caaa | | |
| ccaa | | |
-------------- | |
Generation: algorithm.iteration=1054 | |
results['episode_reward_mean']=21136.93 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| A BC | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| a bc | | |
| A BC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| a bc | | |
| A BC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| a bc | | |
| A BcC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| a bc | | |
| AaBbcc | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| D | | |
| dd | | |
| a bc | | |
| Aaabbcc | | |
| B cC | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| dD | | |
| dd | | |
| a bc | | |
| aaabbccC | | |
| A Bb cc | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| ddD | | |
| dd | | |
| a bc C | | |
| aaabbccc | | |
| Aa bb cc | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| ddd | | |
| ddD | | |
| a bc c | | |
| aaabbccC | | |
| aa bb cc | | |
| A Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| ddd | | |
| dddD | | |
| a bc C | | |
| aaabbccc | | |
| aaBbb cc | | |
| a bb | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| ddd | | |
| ddDd C | | |
| a bc c | | |
| aBabbccc | | |
| aabbb cc | | |
| A bb | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| ddd | | |
| dDddCc | | |
| a bc c | | |
| Bbabbccc | | |
| Aabbb cc | | |
| a bb | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| ddd | | |
| ddDdcc | | |
| B a bcCc | | |
| bbabbccc | | |
| aabbb cc | | |
| A bb | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| ddd | | |
| B ddDdcc | | |
| b a bCcc | | |
| bbabbccc | | |
| aabbb cc | | |
| aAbb | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| B ddd | | |
| b dDddcc | | |
| b a Cccc | | |
| bbabbccc | | |
| aabbb cc | | |
| aaAb | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B d | | |
| b ddd | | |
| b Ddddcc | | |
| b a cccc | | |
| bbabCccc | | |
| aaAbb cc | | |
| aaab | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| bBd | | |
| b ddd | | |
| bDddddcc | | |
| b a cccc | | |
| bbabcccc | | |
| aaaAbC cc | | |
| aaab | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| bbd | | |
| b ddd | | |
| bdddddcc | | |
| bDa cccc | | |
| bbabcccc | | |
| aaaaAc cc | | |
| aaab C | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B | | |
| b | | |
| bbd | | |
| b ddd | | |
| bDddddcc | | |
| bda cccc | | |
| bbaAcccc | | |
| aaaaac cc | | |
| aaabCc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB | | |
| b | | |
| bbd | | |
| bDddd | | |
| bdddddcc | | |
| bdaAcccc | | |
| bbaacccc | | |
| aaaaac cc | | |
| aaaCcc | | |
| a | | |
-------------- | |
Generation: algorithm.iteration=1055 | |
results['episode_reward_mean']=21201.78 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DC | | |
| A | | |
| | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dcC | | |
| Aa | | |
| | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| dcc | | |
| aaC | | |
| A | | |
| b | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| dcc | | |
| aac | | |
| a C | | |
| Ab | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| dcc | | |
| aac | | |
| a c | | |
| AabC | | |
| bb | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| dcc | | |
| aac | | |
| a c | | |
| Aabc | | |
| bbC | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dd | | |
| dcc | | |
| aac | | |
| a c | | |
| Aabc | | |
| bbc | | |
| Bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dd | | |
| dcc | | |
| aac | | |
| a c | | |
| Aabc | | |
| bbC | | |
| Bb c | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| dd | | |
| d | | |
| dd | | |
| dcc | | |
| aac | | |
| a c | | |
| Aaabc | | |
| Bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
|Dddd | | |
| dd | | |
| d | | |
| dd | | |
| dcc | | |
| aac | | |
| a c | | |
| aBabc | | |
| AbbbC | | |
| bb c | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|D dd | | |
| d | | |
| dd | | |
| dcc | | |
| aac | | |
| a c | | |
| Bbabc | | |
| Aabbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d dd | | |
|D d | | |
| dd | | |
| dcc | | |
| aac | | |
| B a c | | |
| bbabc | | |
| aabbbc | | |
| A bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d dd | | |
|d d | | |
|D dd | | |
| dcc | | |
| B aac | | |
| b a c | | |
| bbabc | | |
| aabbbc | | |
| a bb c | | |
| A cC | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d dd | | |
|d d | | |
|d dd | | |
|D B dcc | | |
| b aac | | |
| b a c | | |
| bbabc | | |
| aabbbc | | |
| A bb cC | | |
| a cc | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d dd | | |
|d d | | |
|d Bdd | | |
|d b dcc | | |
|D b aac | | |
| b a c | | |
| bbabc | | |
| AabbbcC | | |
| a bb cc | | |
| a cc | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d dd | | |
|d Bd | | |
|d bdd | | |
|d b dcc | | |
|d b aac | | |
|D b a c | | |
| AbbabcC | | |
| aabbbcc | | |
| a bb cc | | |
| a cc | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d Bd | | |
|d bd | | |
|d bdd | | |
|d b dcc | | |
|d b aac | | |
|d b a c | | |
|DAabbabccC | | |
| aabbbcc | | |
| a bb cc | | |
| a cc | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d bB | | |
|d bd | | |
|d bdd | | |
|d b dcc | | |
|d b aac | | |
|dA b a c C | | |
|daabbabccc | | |
|D aabbbcc | | |
| a bb cc | | |
| a cc | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d bbB | | |
|d bd | | |
|d bdd | | |
|d b dcc | | |
|d b aac C | | |
|Aa b a c c | | |
|daabbabccc | | |
|dDaabbbcc | | |
| a bb cc | | |
| a cc | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d bbbB | | |
|d bd | | |
|d bdd | | |
|d b dcc C | | |
|A b aac c | | |
|aa b a c c | | |
|daabbabccc | | |
|ddaabbbcc | | |
| Da bb cc | | |
| a cc | | |
-------------- | |
Generation: algorithm.iteration=1056 | |
results['episode_reward_mean']=21335.57 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| | | |
| D | | |
| A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| C | | |
| d | | |
| D aA | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| c | | |
| D | | |
| d aa | | |
| bb A | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| D C | | |
| d | | |
| d aa | | |
| bbAa | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D c | | |
| d c | | |
| d C | | |
| d aa | | |
| bbaA | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d c | | |
| d c | | |
| d c | | |
| d CA | | |
| bbaa | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| d c | | |
| d c | | |
| d cA | | |
| d ca | | |
| BbbCa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| d c | | |
| d c | | |
| d Aa | | |
| d ca | | |
| Bbbbca | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dD | | |
| dd | | |
| d c | | |
| d c | | |
| d aa | | |
| B d Aa | | |
| bbbbca | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| dd | | |
| d c | | |
| d c | | |
| B d aa | | |
| b dAaa | | |
| bbbbca | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| dd | | |
| d c | | |
| B d c | | |
| b d aa | | |
| b daaa | | |
| bbbAca | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddd | | |
| Ddd | | |
| B d c | | |
| b d c | | |
| b d aa | | |
| b daaa | | |
| bbAacC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddd | | |
| Bdd | | |
| D d c | | |
| b d c | | |
| b d aa | | |
| b daaa | | |
| bAaaccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Bdd | | |
| bdd | | |
| dDd c | | |
| b d c | | |
| b d aa | | |
| b daaaC | | |
| Aaaaccc | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bBd | | |
| bdd | | |
| ddd c | | |
| bDd c | | |
| b d aaC | | |
| b daaac | | |
| aaaaccc | | |
| Abb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbB | | |
| bdd | | |
| ddd c | | |
| bdD c C | | |
| b d aac | | |
| b daaac | | |
| aaaaccc | | |
| Aabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbbB | | |
| bdd | | |
| ddd c | | |
| bddDcCc | | |
| b d aac | | |
| b daaac | | |
| aaaaccc | | |
| Aaabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| bbbb | | |
| bdd | | |
| ddd cC | | |
| bdddDcc | | |
| b d aac | | |
| b daaac | | |
| aaaaccc | | |
| aaabb cc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bB | | |
| bbbb | | |
| bdd C | | |
| ddd cc | | |
| bddDdcc | | |
| b d aac | | |
| b daaac | | |
| aaaaccc | | |
| aaabb cc | | |
| aA bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| bb | | |
| bbbb | | |
| bdd Cc | | |
| ddd cc | | |
| bdddDcc | | |
| b d aac | | |
| b daaac | | |
| aaaaccc | | |
| aAabb cc | | |
| aa bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1057 | |
results['episode_reward_mean']=21226.77 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| B D | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| b C | | |
| B aA | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| b c A | | |
| b Caa | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| b c aA | | |
| b caa | | |
| b C | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d A | | |
| b c aa | | |
| b caa | | |
| b c | | |
| b C | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dD | | |
| d | | |
| d | | |
| d Aa | | |
| b c aa | | |
| b caa | | |
| b c | | |
| b c | | |
| Bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d aa | | |
| b c Aa | | |
| b caa | | |
| b c | | |
| Bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| d aa | | |
| b cAaa | | |
| b caa | | |
| Bb c | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| d | | |
| d | | |
| d aa | | |
| b Aaaa | | |
| b caa | | |
| Bbb c | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| d | | |
| d | | |
| d aa | | |
| b aaaa | | |
| B b Aaa | | |
| bbb c | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddddd | | |
| d | | |
| d | | |
| d aa | | |
| B b aaaa | | |
| b bAaaa | | |
| bbb c C | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dddddd | | |
| d | | |
| d | | |
| B d aa | | |
| b b aaaa | | |
| b baaaaC | | |
| bbbAc c | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dddddd | | |
| d | | |
| B d | | |
| b d aa | | |
| b b aaaC | | |
| b baaaac | | |
| bbAac c | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddddddd | | |
| B d | | |
| b d | | |
| b d aa | | |
| b b aaCc | | |
| b baaaac | | |
| bAaac c | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBddddd | | |
| Db d | | |
| b d | | |
| b d Ca | | |
| b b aacc | | |
| b baaaac | | |
| baaac c | | |
| Ab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbBdddd | | |
| db d | | |
| Db d C | | |
| b d ca | | |
| b b aacc | | |
| b baaaac | | |
| baaac c | | |
| Aab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbBddd | | |
| db d | | |
| dD d c | | |
| b d Ca | | |
| b b aacc | | |
| b baaaac | | |
| baaac c | | |
| Aaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbBdd | | |
| db d | | |
| ddD d c | | |
| b dCca | | |
| b b aacc | | |
| b baaaac | | |
| baaac c | | |
| Aaaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbbdd | | |
| db d | | |
| ddd dCc | | |
| bD dcca | | |
| b b aacc | | |
| b baaaac | | |
| baaac c | | |
| aAaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbbdd | | |
| db dC | | |
| ddd dcc | | |
| bdD dcca | | |
| b b aacc | | |
| b baaaac | | |
| Abaaac c | | |
| aaaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1058 | |
results['episode_reward_mean']=21114.68 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| C | | |
| B A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| Cc | | |
| b aA | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| C | | |
| cc | | |
| b Aa | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| cC | | |
| cc | | |
| b aa | | |
| b A | | |
| bB | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| d | | |
| ccC | | |
| cc | | |
| b Aa | | |
| bBa | | |
| bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| dd | | |
| d | | |
| ccc | | |
| ccCA | | |
| b aa | | |
| Bba | | |
| bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| d | | |
| ccc | | |
| ccAa | | |
| bCaa | | |
| Bbba | | |
| bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| dd | | |
| d | | |
| ccc | | |
| ccaa | | |
| bAaa | | |
| bbCa | | |
| Bbb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| dd | | |
| d | | |
| ccc | | |
| ccaa | | |
| Aaaa | | |
| bbca | | |
| bbC | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| D dd | | |
| d | | |
| ccc | | |
| ccaa | | |
| Aaaaa | | |
| bbca | | |
| bbc | | |
| Bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| Dd dd | | |
| d | | |
| ccc | | |
| ccaa | | |
| aaaaa | | |
| Abca | | |
| BbbC | | |
| bb c | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| dd dd | | |
| D d | | |
| ccc | | |
| ccaa | | |
| aaaaa | | |
| Abca | | |
| Bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| dd dd | | |
| d d | | |
| D ccc | | |
| ccaa | | |
| aaaaa | | |
| Abca | | |
| BbbC | | |
| bb c | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| dd dd | | |
| d d | | |
| d ccc | | |
| D ccaa | | |
| aaaaa | | |
| Abca | | |
| Bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| dd dd | | |
| d d | | |
| d ccc | | |
| dD ccaa | | |
| aaaaa | | |
| Abca | | |
| Bbbc | | |
| bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| dd dd | | |
| d d | | |
| d ccc | | |
| ddD ccaa | | |
| aaaaa | | |
| Abca | | |
| Bbbc | | |
| bb c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| dd dd | | |
| d d | | |
| d ccc | | |
| ddd ccaa | | |
| D aaaaa | | |
| Abca | | |
| Bbbc | | |
| bb cC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| dd dd | | |
| d d | | |
| d ccc | | |
| ddd ccaa | | |
| dDaaaaa | | |
| BaAca | | |
| bbbcC | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| dd dd | | |
| d d | | |
| d ccc | | |
| ddd ccaa | | |
| ddaAaaa | | |
| DBacC | | |
| bbbcc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| dd dd | | |
| d d | | |
| d ccc | | |
| ddd ccaa | | |
| ddBaaaa | | |
| dDAccC | | |
| bbbcc | | |
| bb cc | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=1059 | |
results['episode_reward_mean']=21081.45 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| | | |
| | | |
| ABC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| D | | |
| | | |
| | | |
| aAc | | |
| BC | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| dD | | |
| | | |
| | | |
| aaA | | |
| Bbc | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| ddD | | |
| | | |
| | | |
| aaaA | | |
| bbc | | |
| B cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| ddd | | |
| D | | |
| A | | |
| aaaa | | |
| bbcC | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| ddd | | |
| DdA | | |
| a | | |
| aaaC | | |
| Bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| ddd | | |
| DddaA | | |
| a | | |
| BaaacC | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| ddd | | |
| DdddaaA | | |
| aC | | |
| Bbaaacc | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| Dddd | | |
| ddddaCa | | |
| B acA | | |
| bbaaacc | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| dddd | | |
| Bddddaca | | |
| b aCa | | |
| bbaaaccA | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| Bdddd | | |
| bddddaca | | |
| b Cca | | |
| bbaaacca | | |
| bbbcc A | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| Bdd | | |
| bdddd | | |
| bddddaca | | |
| b cca | | |
| bbaaaCca | | |
| bbbcc a | | |
| bb cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| Bd | | |
| bdd | | |
| bdddd | | |
| bddddaca | | |
| b cca | | |
| bbaaCcca | | |
| bbbcc A | | |
| bb cc a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| Bd | | |
| bd | | |
| bdd | | |
| bdddd | | |
| bddddaca | | |
| b cca | | |
| bbaaccca | | |
| bbbCc a | | |
| bb cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| bB | | |
| bd | | |
| bdd | | |
| bdddd | | |
| bddddaca | | |
| b cca | | |
| bbaaccca | | |
| bbbcc a | | |
| bb CcAa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| bbB | | |
| bd | | |
| bdd | | |
| bdddd | | |
| bddddaca | | |
| b cca | | |
| bbaaccca | | |
| bbbcc a | | |
| bb CcAa | | |
| | | |
-------------- | |
-------------- | |
| | | |
|Dddd B | | |
| bbb | | |
| bd | | |
| bdd | | |
| bdddd | | |
| bddddaca | | |
| b cca | | |
| bbaaccca | | |
| bbbcc a | | |
| bb CcAa | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd bB | | |
|D bbb | | |
| bd | | |
| bdd | | |
| bdddd | | |
| bddddaca | | |
| b cca | | |
| bbaaccca | | |
| bbbcc a | | |
| bbCcAaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd bbB | | |
|d bbb | | |
|D bd | | |
| bdd | | |
| bdddd | | |
| bddddaca | | |
| b cca | | |
| bbaaccca | | |
| bbbcc a | | |
| bbCcAaa | | |
| | | |
-------------- | |
-------------- | |
| B | | |
|dddd bbb | | |
|d bbb | | |
|d bd | | |
|D bdd | | |
| bdddd | | |
| bddddaca | | |
| b cca | | |
| bbaaccca | | |
| bbbcc a | | |
| bbCcAaa | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1060 | |
results['episode_reward_mean']=21127.86 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| C | | |
| D | | |
| | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| D c | | |
| d C | | |
| | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D aa | | |
| d cA | | |
| d c | | |
| C | | |
| b | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d aa | | |
| d caA | | |
| d c | | |
| cC | | |
| b | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d aa | | |
| d cAa | | |
| d c | | |
| cc | | |
| b C | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d aa | | |
| d caA | | |
| d c | | |
| cc | | |
| Bb c | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d aa | | |
| d caa | | |
| d c A | | |
| B cc | | |
| bb c | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d aa | | |
| d caa | | |
| d cAa | | |
| Bb cc | | |
| bb c | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| dd | | |
| d | | |
| d aa | | |
| d caa | | |
| Bd caa | | |
| bb cA | | |
| bb c | | |
| bb c | | |
| bb ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D dd | | |
| d | | |
| d aa | | |
| Bd caa | | |
| bd caa | | |
| bb Aa | | |
| bb c | | |
| bb c C | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| D d | | |
| Bd aa | | |
| bd caa | | |
| bd caa | | |
| bbAaa | | |
| bb c | | |
| bb c cC | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d Bd | | |
| D bd aa | | |
| bd caa | | |
| bd caa | | |
| bbaaa | | |
| bA c C | | |
| bb c cc | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d Bd | | |
| d bd | | |
| d bd aa | | |
| D bd caa | | |
| bd caa | | |
| bbaaa C | | |
| Aa c c | | |
| bb c cc | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d bB | | |
| d bd | | |
| d bd aa | | |
| d bd caa | | |
| D bd caa | | |
| bbaaa cC| | |
| Aaa c c | | |
| bb c cc | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d bbB | | |
| d bd | | |
| d bd aa | | |
| d bd caa | | |
| dDbd caa C| | |
| bbaaa cc| | |
| aaa c c | | |
| Abb c cc | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d bbbB | | |
| d bd | | |
| d bd aa | | |
| d bd caa C| | |
| ddDd caa c| | |
| bbaaa cc| | |
| aaa c c | | |
| Aabb c cc | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd B | | |
| d bbbb | | |
| d bd | | |
| d bd aa | | |
| d bd caa Cc| | |
| dddd caa c| | |
| Dbaaa cc| | |
| aaa c c | | |
| aAbb c cc | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd bB | | |
| d bbbb | | |
| d bd | | |
| d bd aa | | |
| d bd caaCcc| | |
| dddd caa c| | |
| dDaaa cc| | |
| aaa c c | | |
| Aabb c cc | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| ddd bb | | |
| d bbbb | | |
| d bd | | |
| d bd aa | | |
| d bd caCccc| | |
| dddd caa c| | |
| ddaaa cc| | |
| aDa c c | | |
| aAbb c cc | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| bB | | |
| ddd bb | | |
| d bbbb | | |
| d bd | | |
| d bd aaC | | |
| d bd cacccc| | |
| dddd caa c| | |
| ddaaa cc| | |
| adD c c | | |
| Aabb c cc | | |
| bb ccc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1061 | |
results['episode_reward_mean']=21078.23 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| | | |
| D | | |
| A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| | | |
| Dd | | |
| aA | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| C | | |
| Ddd | | |
| aaA | | |
| Bbb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| DcC | | |
| ddd | | |
| aaaA | | |
| bbb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dc | | |
| dcc | | |
| ddC | | |
| aaaa | | |
| bbb A | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dc | | |
| dcc | | |
| ddc | | |
| Caaa | | |
| bbb a | | |
| b A | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| dc | | |
| dcc | | |
| ddc | | |
| caaa | | |
| bbC a | | |
| Bb a | | |
| bb A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| dc | | |
| dcc | | |
| ddc | | |
| caaa | | |
| Bbbc a | | |
| bb C A | | |
| bb a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| dd | | |
| dc | | |
| dcc | | |
| ddc | | |
| caaa | | |
| Bbbbc a | | |
| bb c a | | |
| bb C A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| dd | | |
| dc | | |
| dcc | | |
| ddc | | |
| B caaa | | |
| bbbbc a | | |
| bb c a | | |
| bb c a | | |
| C A | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| dd | | |
| dc | | |
| dcc | | |
| B ddc | | |
| b caaa | | |
| bbbbc a | | |
| bb c a | | |
| bb c a | | |
| cCAa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| dd | | |
| dc | | |
| B dcc | | |
| b ddc | | |
| b caaa | | |
| bbbbc a | | |
| bb c a | | |
| bb cCAa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D dd | | |
| B dc | | |
| b dcc | | |
| b ddc | | |
| b caaa | | |
| bbbbc a | | |
| bb cC a | | |
| bb cAaa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBdd | | |
| Db dc | | |
| b dcc | | |
| b ddc | | |
| b caaa | | |
| bbbbcC a | | |
| bb cA a | | |
| bb caaa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbdd | | |
| db dc | | |
| Db dcc | | |
| b ddc | | |
| b cCaa | | |
| bbbbcA a | | |
| bb ca a | | |
| bb caaa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbdd | | |
| db dc | | |
| Ddb dcc | | |
| b ddcC | | |
| b cAaa | | |
| bbbbca a | | |
| bb ca a | | |
| bb caaa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbdd | | |
| db dc | | |
| dDb dccC | | |
| b ddcA | | |
| b caaa | | |
| bbbbca a | | |
| bb ca a | | |
| bb caaa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbdd | | |
| db dc C | | |
| ddD dccc | | |
| b ddAa | | |
| b caaa | | |
| bbbbca a | | |
| bb ca a | | |
| bb caaa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbdd C | | |
| db dc c | | |
| dddDdcAc | | |
| b ddaa | | |
| b caaa | | |
| bbbbca a | | |
| bb ca a | | |
| bb caaa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb C | | |
| dbdd c | | |
| db dcAc | | |
| ddddDcac | | |
| b ddaa | | |
| b caaa | | |
| bbbbca a | | |
| bb ca a | | |
| bb caaa | | |
| ccaa | | |
-------------- | |
Generation: algorithm.iteration=1062 | |
results['episode_reward_mean']=21265.46 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| BA | | |
| D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| baA | | |
| DC | | |
| c | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Bb | | |
| baa | | |
| DdcC A | | |
| c | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| bb | | |
| D baa | | |
| ddcc aA | | |
| cC | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bb | | |
| D bb | | |
| d baaA | | |
| ddcc aa | | |
| cc | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bb | | |
| D bb | | |
| d baaaA| | |
| ddcc aa | | |
| cc | | |
| c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bb | | |
| D bb | | |
| d baaaa| | |
| ddcc aaA| | |
| cc | | |
| c | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bb | | |
| D bb | | |
| d baaaa| | |
| ddcc aaa| | |
| cc A| | |
| c | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bb | | |
| D bb | | |
| d baaaa| | |
| ddcc aaa| | |
| cc Aa| | |
| c | | |
| c | | |
| ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bb | | |
| D bb | | |
| d baaaa| | |
| ddcc aaa| | |
| cc aa| | |
| c A | | |
| c | | |
| ccc | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| DbB | | |
| d bb | | |
| d baaaa| | |
| ddcc aaa| | |
| cc aa| | |
| c a | | |
| c A | | |
| ccc | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dBb | | |
| d bb | | |
| d baaaa| | |
| ddcc aaa| | |
| cc aa| | |
| c a | | |
| c a | | |
| cccA | | |
| ccC| | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| dbB | | |
| d bb | | |
| d baaaa| | |
| ddcc aaa| | |
| cc aa| | |
| c a | | |
| c a | | |
| cccaC| | |
| cAc| | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| dbbB | | |
| d bb | | |
| d baaaa| | |
| ddcc aaa| | |
| cc aa| | |
| c a | | |
| c aC| | |
| cccac| | |
| Aac| | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd B | | |
| dbbb | | |
| d bb | | |
| d baaaa| | |
| ddcc aaa| | |
| cc aa| | |
| c aC| | |
| c ac| | |
| ccAac| | |
| aac| | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd Bb | | |
| dbbb | | |
| d bb | | |
| d baaaa| | |
| ddcc aaa| | |
| cc aC| | |
| c ac| | |
| c ac| | |
| cAaac| | |
| aac| | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd bb | | |
| D dbBb | | |
| d bb | | |
| d baaaa| | |
| ddcc aaC| | |
| cc ac| | |
| c ac| | |
| cA ac| | |
| caaac| | |
| aac| | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd bb | | |
| d dBbb | | |
| D d bb | | |
| d baaaC| | |
| ddcc aac| | |
| cc ac| | |
| cA ac| | |
| ca ac| | |
| caaac| | |
| aac| | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd bb | | |
| d Bbbb | | |
| d d bb | | |
| D d baaCc| | |
| ddcc aac| | |
| ccA ac| | |
| ca ac| | |
| ca ac| | |
| caaac| | |
| aac| | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd bb | | |
| d bbbb | | |
| d B bb | | |
| Dd d baCcc| | |
| ddccAaac| | |
| cca ac| | |
| ca ac| | |
| ca ac| | |
| caaac| | |
| aac| | |
-------------- | |
Generation: algorithm.iteration=1063 | |
results['episode_reward_mean']=21334.6 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| A | | |
| B C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dD | | |
| | | |
| a | | |
| bAc | | |
| B C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| D | | |
| a | | |
| baA | | |
| b c | | |
| B C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| Dd | | |
| a | | |
| baaA | | |
| b c | | |
| Bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| Ddd | | |
| a A | | |
| baaa | | |
| Bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| DdddA | | |
| a a | | |
| BbaaC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D dd | | |
| ddddaA | | |
| a a | | |
| BbbaacC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d dd | | |
| ddddaaA | | |
| B a a | | |
| bbbaacc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d dd | | |
| BddddaAa | | |
| b a a | | |
| bbbaacc | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| Bd dd | | |
| bddddAaa | | |
| b a a | | |
| bbbaaccC | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| Bd | | |
| bd dd | | |
| bdddAaaa | | |
| b a a C | | |
| bbbaaccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| Bd | | |
| bd | | |
| bd dd | | |
| bdddaaaC | | |
| b aAa c | | |
| bbbaaccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| Bd | | |
| bd | | |
| bd | | |
| bd dd C | | |
| bdddaaac | | |
| b Aaa c | | |
| bbbaaccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| DbB | | |
| bd | | |
| bd | | |
| bd dd Cc | | |
| bdddaaac | | |
| b Aaaa c | | |
| bbbaaccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dbbB | | |
| bd | | |
| bd | | |
| bd ddCcc | | |
| bdddaaac | | |
| b aaaa c | | |
| bbAaaccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| DbbbB | | |
| bd | | |
| bd C | | |
| bd ddccc | | |
| bdddaaac | | |
| b aaaa c | | |
| bAaaaccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| Dbd C | | |
| bd c | | |
| bd ddccc | | |
| bdddaaac | | |
| b aaaa c | | |
| Aaaaaccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb C | | |
| dbd c | | |
| Dbd c | | |
| bd ddccc | | |
| bdddaaac | | |
| b aaaa c | | |
| aaaaaccc | | |
| Abb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| dd bbC | | |
| dbbbb c | | |
| dbd c | | |
| dbd c | | |
| Dbd ddccc | | |
| bdddaaac | | |
| b aaaa c | | |
| aaaaaccc | | |
| Aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| dd bbC | | |
| dbbbb c | | |
| dbd c | | |
| dbd c | | |
| Ddbd ddccc | | |
| bdddaaac | | |
| b aaaa c | | |
| aaaaaccc | | |
| aAbb cccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1064 | |
results['episode_reward_mean']=21195.7 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| A | | |
| C | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| aCD | | |
| Ac | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| acC | | |
| ac | | |
| A | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| acD | | |
| acC | | |
| aA | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| aDd | | |
| acc | | |
| AaC | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| Ddd | | |
| acc | | |
| BaAc | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| Dddd | | |
| acc | | |
| BbAac | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D d | | |
| dddd | | |
| B acc | | |
| bAaac | | |
| bb c | | |
| bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d d | | |
| Bdddd | | |
| b acc | | |
| baaac | | |
| Ab c | | |
| bb c | | |
| Cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| Bd d | | |
| bdddd | | |
| b acc | | |
| baaac | | |
| aA c | | |
| bb c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| Bd | | |
| bd d | | |
| bdddd | | |
| b acc | | |
| baaac | | |
| aaAc | | |
| bb c | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| Bd | | |
| bd | | |
| bd d | | |
| bdddd | | |
| b acc | | |
| baaAc | | |
| aaac | | |
| bb cC | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| Bd | | |
| bd | | |
| bd | | |
| bd d | | |
| bdddd | | |
| b aAc | | |
| baaac | | |
| aaacC | | |
| bb cc | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| bB | | |
| bd | | |
| bd | | |
| bd d | | |
| bddAd | | |
| b aac | | |
| baaacC | | |
| aaacc | | |
| bb cc | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| bbB | | |
| bd | | |
| bd | | |
| bd d | | |
| bdAad | | |
| b aac | | |
| baaaccC | | |
| aaacc | | |
| bb cc | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
|Dddd | | |
| bbbB | | |
| bd | | |
| bd | | |
| bd d | | |
| bAaad | | |
| b aac C | | |
| baaaccc | | |
| aaacc | | |
| bb cc | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
|dddd B | | |
|D bbbb | | |
| bd | | |
| bd | | |
| bd d | | |
| baAad C | | |
| b aac c | | |
| baaaccc | | |
| aaacc | | |
| bb cc | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
|dddd bB | | |
|d bbbb | | |
|D bd | | |
| bd | | |
| bd d C | | |
| baaad c | | |
| b Aac c | | |
| baaaccc | | |
| aaacc | | |
| bb cc | | |
| ccc | | |
-------------- | |
-------------- | |
| B | | |
|dddd bb | | |
|d bbbb | | |
|d bd | | |
|D bd | | |
| bd dCc | | |
| baAad c | | |
| b aac c | | |
| baaaccc | | |
| aaacc | | |
| bb cc | | |
| ccc | | |
-------------- | |
-------------- | |
| bB | | |
|dddd bb | | |
|d bbbb | | |
|d bd | | |
|d bd C | | |
|D bd dcc | | |
| baaad c | | |
| b Aac c | | |
| baaaccc | | |
| aaacc | | |
| bb cc | | |
| ccc | | |
-------------- | |
Generation: algorithm.iteration=1065 | |
results['episode_reward_mean']=21078.99 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| | | |
| AC | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| | | |
| | | |
| aA | | |
| bC | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Ddd | | |
| | | |
| | | |
| aaA | | |
| bc | | |
| BbC | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| ddd | | |
| | | |
| | | |
| aaaA | | |
| bc | | |
| bbc | | |
| B C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| ddd | | |
| | | |
| | | |
| aaAa | | |
| bc | | |
| bbc | | |
| Bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| ddd | | |
| | | |
| A | | |
| aaaa | | |
| bc | | |
| BbbcC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| ddd | | |
| | | |
| Aa | | |
| aaaa | | |
| B bcC | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| ddd | | |
| | | |
| aa | | |
| aAaa | | |
| Bb bccC | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| ddd | | |
| | | |
| aa | | |
| B Aaaa | | |
| bb bccc | | |
| bbbccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| ddd | | |
| | | |
| B aa | | |
| b Aaaaa | | |
| bb bccc | | |
| bbbcccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| D ddd | | |
| B | | |
| b aa | | |
| b aaaaa | | |
| bbAbcccC | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| dBddd | | |
| Db | | |
| b aa | | |
| b aaaaaC | | |
| bAabcccc | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| dbddd | | |
| db | | |
| Db aa C | | |
| b aaaaac | | |
| Aaabcccc | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbddd | | |
| db C | | |
| dD aa c | | |
| b aaaaac | | |
| aaabcccc | | |
| Abbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbddd C | | |
| db c | | |
| ddD aa c | | |
| b aaaaac | | |
| aaabcccc | | |
| Aabbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbddd c | | |
| db C | | |
| dddD aa c | | |
| b aaaaac | | |
| aaabcccc | | |
| aabbbcccc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbddd c | | |
| db Cc | | |
| ddDd aa c | | |
| b aaaaac | | |
| aaabcccc | | |
| aabbbcccc | | |
| aAbb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd | | |
| dbddd c | | |
| db Ccc | | |
| dddd aa c | | |
| bDaaaaac | | |
| aaabcccc | | |
| aabbbcccc | | |
| aaAb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb | | |
| dbd | | |
| dbddd C c | | |
| db ccc | | |
| dddd aa c | | |
| bdDaaaac | | |
| aaabcccc | | |
| aaAbbcccc | | |
| aaab cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| dd bb | | |
| dbbbb | | |
| dbd C | | |
| dbddd c c | | |
| db ccc | | |
| dddd aa c | | |
| bddDaaac | | |
| aaabcccc | | |
| aaaAbcccc | | |
| aaab cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1066 | |
results['episode_reward_mean']=21320.69 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| A D | | |
| | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cCD | | |
| a d | | |
| A | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| ccC | | |
| a d | | |
| a | | |
| Ab | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| ccc | | |
| a C | | |
| a | | |
| aA | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| ccc | | |
| a c | | |
| a C | | |
| aaA | | |
| bb | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| ccc | | |
| a c | | |
| a c | | |
| aAC | | |
| Bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| ccc | | |
| a c | | |
| a c | | |
| BAac | | |
| bbbC | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| d | | |
| d | | |
| ccc | | |
| a c | | |
| a c | | |
| BAaac | | |
| bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| d | | |
| d | | |
| ccc | | |
| a c | | |
| B a c | | |
| baaac | | |
| Abbc | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| ddddd | | |
| d | | |
| d | | |
| ccc | | |
| B a c | | |
| b a c | | |
| baaac | | |
| AabbcC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddddd | | |
| d | | |
| d | | |
| B ccc | | |
| b a c | | |
| b a c | | |
| baaacC | | |
| Aaabbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Dddddd | | |
| d | | |
| d | | |
| bBccc | | |
| b a c | | |
| b a c | | |
| AbaaaccC | | |
| aaabbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddddddd | | |
| d | | |
| B d | | |
| bbccc | | |
| b a c | | |
| b a c | | |
| Aabaaaccc | | |
| aaabbccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddddddd | | |
| D B d | | |
| b d | | |
| bbccc | | |
| b a c | | |
| A b a c | | |
| aabaaaccc | | |
| aaabbcccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddBddd | | |
| d b d | | |
| D b d | | |
| bbccc | | |
| b a c | | |
|Aa b a c | | |
| aabaaacccC | | |
| aaabbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddbBdd | | |
| d b d | | |
| d b d | | |
| D bbccc | | |
|A b a c | | |
|aa b a c C | | |
| aabaaacccc | | |
| aaabbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddbbBd | | |
| d b d | | |
| d b d | | |
|Ad bbccc | | |
|aD b a c | | |
|aa b a c cC| | |
| aabaaacccc | | |
| aaabbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dddbbbd | | |
| d b d | | |
| d b d | | |
|aA bbccc | | |
|adDb a c C| | |
|aa b a c cc| | |
| aabaaacccc | | |
| aaabbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dddbbbd | | |
| d b d | | |
| d b d | | |
|aa bbccc C| | |
|aAdD a c c| | |
|aa b a c cc| | |
| aabaaacccc | | |
| aaabbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| dd bb | | |
| dddbbbd | | |
| d b d | | |
| d b d | | |
|aa bbccc Cc| | |
|aaAd a c c| | |
|aa D a c cc| | |
| aabaaacccc | | |
| aaabbcccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1067 | |
results['episode_reward_mean']=21068.92 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| C | | |
| A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C d | | |
| c D | | |
| aA | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cCD | | |
| c d | | |
| Aa | | |
| b | | |
| bB | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| ccC | | |
| c d | | |
| aa | | |
| bBA | | |
| bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| ccc | | |
| c C | | |
| Aa | | |
| Bba | | |
| bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| ccc | | |
| c cA | | |
| Caa | | |
| Bbba | | |
| bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dD | | |
| d | | |
| d | | |
| ccc | | |
| c Aa | | |
| caa | | |
| bbCa | | |
| Bbb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddD | | |
| d | | |
| d | | |
| ccc | | |
| cAaa | | |
| caa | | |
| bbca | | |
| bbC | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddD | | |
| d | | |
| d | | |
| ccc | | |
| Aaaa | | |
| caa | | |
| bbca | | |
| bbc | | |
| Bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| d D | | |
| d | | |
| ccc | | |
| aaaa | | |
| A caa | | |
| bbca | | |
| Bbbc | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| d d | | |
| d D | | |
| ccc | | |
| aaaa | | |
| a caa | | |
| BAbca | | |
| bbbcC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| d d | | |
| d d | | |
| ccc D | | |
| aaaa | | |
| a caa | | |
| BAabcC | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| d d | | |
| d d | | |
| ccc Dd | | |
| aaaa | | |
| B a caa | | |
| AaabccC | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| d d | | |
| d d | | |
| ccc dd | | |
| B aaaaD | | |
| b a caa | | |
| aaabccc | | |
| AbbbccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| d d | | |
| d d | | |
| B ccc dd | | |
| b aaaad | | |
| b a caD | | |
| aaabccc | | |
| AabbbcccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| d d | | |
| B d d | | |
| b ccc dd | | |
| b aaaad | | |
| b a cad | | |
| aaabccDC | | |
| aabbbcccc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| B d d | | |
| b d d | | |
| b ccc dd | | |
| b aaaad | | |
| b a cadC | | |
| aaabccdc | | |
| aabbbccDc | | |
| a bb cc | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B dddd | | |
| b d d | | |
| b d d | | |
| b ccc dd | | |
| b aaaadC | | |
| b a cadc | | |
| aaabccdc | | |
| aabbbccdc | | |
| A bb ccD | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB dddd | | |
| b d d | | |
| b d d | | |
| b ccc dd | | |
| b aaaaCc | | |
| b a cadc | | |
| aaabccdc | | |
| aabbbccdc | | |
| aAbb ccd | | |
| a D | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbB dddd | | |
| b d d | | |
| b d d | | |
| b ccc Cd | | |
| b aaaacc | | |
| b a cadc | | |
| aaabccdc | | |
| aabbbccdc | | |
| Aabb ccd | | |
| a Dd | | |
-------------- | |
Generation: algorithm.iteration=1068 | |
results['episode_reward_mean']=21003.13 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A D | | |
| C | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A D | | |
| Cc | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| aDd | | |
| A cc | | |
| bC | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| add | | |
| a cc | | |
| Abc | | |
| bbC | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dD | | |
| add | | |
| a cc | | |
| Aabc | | |
| bbc | | |
| bBC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| add | | |
| a cc | | |
| aabc | | |
| AbBc | | |
| bbcC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Ddd | | |
| add | | |
| a cc | | |
| aabc | | |
| AbBc | | |
| bbcc | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dddd | | |
| add | | |
| a cc | | |
| aabc | | |
| AbBc | | |
| bbcc | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Ddddd | | |
| add | | |
| a cc | | |
| aabc | | |
| AaBbc | | |
| bbcc | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dddddd | | |
| add | | |
| a cc | | |
| aabc | | |
| Aaabbc | | |
| Bbcc C | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Ddddddd | | |
| add | | |
| a cc | | |
| A aabc | | |
| aaabbc C | | |
| Bbbcc c | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
|Dddddddd | | |
| add | | |
| a cc | | |
| Aa aabc C | | |
| aaBbbc c | | |
| bbbcc c | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
|dddddddd | | |
|D add | | |
| a cc C | | |
| aa Babc c | | |
| Aaabbbc c | | |
| bbbcc c | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
|dddddddd | | |
|d add | | |
|D a cc cC| | |
| Aa bBbc c | | |
| aaabbbc c | | |
| bbbcc c | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
|dddddddd | | |
|d add C| | |
|d B cc cc| | |
|Daa bbbc c | | |
| Aaabbbc c | | |
| bbbcc c | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
|dddddddd C| | |
|d Bdd c| | |
|d b cc cc| | |
|Daa bbbc c | | |
| Aaabbbc c | | |
| bbbcc c | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
|dddddBdd Cc| | |
|d bdd c| | |
|d b cc cc| | |
|dDa bbbc c | | |
| aAabbbc c | | |
| bbbcc c | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
|ddddBbdd cc| | |
|d bdd c| | |
|dD b cc cc| | |
|dda bbbc c | | |
| aaabbbc c | | |
| A bbbcc c | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| C | | |
| B c | | |
|ddddbbdd cc| | |
|dD bdd c| | |
|dd b cc cc| | |
|dda bbbc c | | |
| aaabbbc c | | |
| aAbbbcc c | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| C | | |
| B c | | |
| b c | | |
|ddddbbdd cc| | |
|ddD bdd c| | |
|dd b cc cc| | |
|dda bbbc c | | |
| aaabbbc c | | |
| aaAbbcc c | | |
| ccc | | |
-------------- | |
Generation: algorithm.iteration=1069 | |
results['episode_reward_mean']=21153.32 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| | | |
| B | | |
| C D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| | | |
| bC D | | |
| Bc d | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aa | | |
| AD | | |
| Cc d | | |
| bc d | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aaD | | |
| C aA | | |
| cc d | | |
| bc d | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aDd | | |
| cCaaA | | |
| cc d | | |
| bc d | | |
| b | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| add | | |
| ccCaa | | |
| cc dA | | |
| bc d | | |
| b | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| aCd | | |
| cccaa | | |
| cc Aa | | |
| bc d | | |
| b | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| C | | |
| acd | | |
| cccaa | | |
| ccAaa | | |
| bc d | | |
| Bb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| cC | | |
| acd | | |
| cccaa | | |
| ccaaa | | |
| bcAd | | |
| Bbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| cc | | |
| acC | | |
| cccaa | | |
| ccaaa | | |
| B bAad | | |
| bbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| cC | | |
| acc | | |
| cccaa | | |
| B ccaaa | | |
| b Aaad | | |
| bbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dddddC | | |
| cc | | |
| acc | | |
| B cccaa | | |
| b ccaaa | | |
| b aaad | | |
| bbA | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dddddc | | |
| cC | | |
| B acc | | |
| b cccaa | | |
| b ccaaa | | |
| b aaad | | |
| bbaA | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| DdddddC | | |
| B cc | | |
| b acc | | |
| b cccaa | | |
| b ccaaa | | |
| b aaad | | |
| bbAa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd C | | |
| dBddddc | | |
| Db cc | | |
| b acc | | |
| b cccaa | | |
| b ccaaa | | |
| b aaad | | |
| bbaA | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| C | | |
| dd c | | |
| dbBdddc | | |
| db cc | | |
| Db acc | | |
| b cccaa | | |
| b ccaaa | | |
| b aaad | | |
| bbAa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| cC | | |
| dd c | | |
| dbbBddc | | |
| db cc | | |
| dD acc | | |
| b cccaa | | |
| b ccaaa | | |
| b aaad | | |
| bAaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| ccC | | |
| dd c | | |
| dbbbBdc | | |
| db cc | | |
| Dd acc | | |
| b cccaa | | |
| b ccaaa | | |
| b aaad | | |
| Aaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| ccc | | |
| dd B c C | | |
| dbbbbdc | | |
| db cc | | |
| dd acc | | |
| Db cccaa | | |
| b ccaaa | | |
| b aaad | | |
| aaaa | | |
| Abb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| ccc | | |
| dd bBc c | | |
| dbbbbdc C | | |
| db cc | | |
| dd acc | | |
| Ddb cccaa | | |
| b ccaaa | | |
| b aaad | | |
| aaaa | | |
| Aabb | | |
| bb | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1070 | |
results['episode_reward_mean']=21215.27 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| C | | |
| B A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| | | |
| cA | | |
| b Ca | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| | | |
| caA | | |
| b ca | | |
| b C | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| | | |
| cAa | | |
| b ca | | |
| b c | | |
| b C | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| | | |
| Aaa | | |
| b ca | | |
| b c | | |
| b c | | |
| Bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dd | | |
| | | |
| aaa | | |
| b Aa | | |
| b c | | |
| Bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dd | | |
| | | |
| aaa | | |
| bAaa | | |
| Bb c | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| dd | | |
| | | |
| aaa | | |
| Aaaa | | |
| Bbb c | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| dd | | |
| | | |
| aaa | | |
| B aaaa | | |
| bbA c | | |
| bb ccc | | |
| bb ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| D dd | | |
| | | |
| B aaa | | |
| b aaaa | | |
| bAa c | | |
| bb ccC | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d dd | | |
| DB | | |
| b aaa | | |
| b aaaa | | |
| Aaa c | | |
| bb cccC | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| dBdd | | |
| db | | |
| Db aaa | | |
| b aaaa | | |
| aaa c C | | |
| Abb cccc | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| dbdd | | |
| db | | |
| dD aaa | | |
| b aaaa C | | |
| aaa c c | | |
| Aabb cccc | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbdd | | |
| db | | |
| dd aaaC | | |
| D aaaa c | | |
| aaa c c | | |
| aabb cccc | | |
| A bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbdd | | |
| db C | | |
| dd aaac | | |
| dDaaaa c | | |
| aaa c c | | |
| aabb cccc | | |
| aAbb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbdd C | | |
| db c | | |
| dd aaac | | |
| ddDaaa c | | |
| aaa c c | | |
| aabb cccc | | |
| aaAb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd C | | |
| dbdd c | | |
| db c | | |
| dd aaac | | |
| dddDaa c | | |
| aaa c c | | |
| aaAb cccc | | |
| aaab ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbbB | | |
| dbd Cc | | |
| dbdd c | | |
| db c | | |
| dd aaac | | |
| ddddDa c | | |
| aAa c c | | |
| aaab cccc | | |
| aaab ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbbbB | | |
| dbd cc | | |
| dbdd Cc | | |
| db c | | |
| dd aaac | | |
| dAdddD c | | |
| aaa c c | | |
| aaab cccc | | |
| aaab ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbbbb | | |
| dbd cc | | |
| dbdd cc | | |
| db Cc | | |
| ddA aaac | | |
| daddddDc | | |
| aaa c c | | |
| aaab cccc | | |
| aaab ccc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1071 | |
results['episode_reward_mean']=20804.41 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| C | | |
| B | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| cC | | |
| b D | | |
| B d | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| cC | | |
| b Dd | | |
| b d | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| cC | | |
| b Dd | | |
| b d | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| cC | | |
| b Dd | | |
| b d | | |
| b | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| cC | | |
| b Dd | | |
| b d | | |
| b | | |
| b | | |
| bB | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| cC | | |
| b Dd | | |
| b d | | |
| b | | |
| bB | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| cC | | |
| b Dd | | |
| b d | | |
| b | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| cC | | |
| b Dd | | |
| b d | | |
| B | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| cC | | |
| b Dd | | |
| b d | | |
| b | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| cC | | |
| b Dd | | |
| b d | | |
| b | | |
| bb | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| cC | | |
| b Dd | | |
| b d | | |
| b | | |
| bb | | |
| bB | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| cC | | |
| b Dd | | |
| b d | | |
| b | | |
| bB | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| cC | | |
| b Dd | | |
| b d | | |
| b | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| cC | | |
| b Dd | | |
| b d | | |
| B | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| cC | | |
| b Dd | | |
| B d | | |
| b | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| cC | | |
| B Dd | | |
| b d | | |
| b | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| BC | | |
| b Dd | | |
| b d | | |
| b | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| BbC | | |
| b Dd | | |
| b d | | |
| b | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B aA | | |
| bbC | | |
| b Dd | | |
| b d | | |
| b | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1072 | |
results['episode_reward_mean']=21021.36 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| C | | |
| A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| c | | |
| aC | | |
| bA | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| c | | |
| aC | | |
| bA | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| c | | |
| aC | | |
| bA | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| d | | |
| d | | |
| c | | |
| ac | | |
| AaC | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| d | | |
| d | | |
| c | | |
| ac | | |
| BaAc | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d | | |
| c | | |
| ac | | |
| BaAc | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| dd | | |
| d | | |
| d | | |
| c | | |
| ac | | |
| BbAac | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| dd | | |
| d | | |
| d | | |
| c | | |
| B ac | | |
| bAaac | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| dd | | |
| d | | |
| d | | |
| B c | | |
| b ac | | |
| AaaacC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| ddddd | | |
| dd | | |
| d | | |
| B d | | |
| b c | | |
| b ac | | |
| aaaaccC | | |
| Abb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddddd | | |
| dd | | |
| B d | | |
| b d | | |
| b c | | |
| b ac C | | |
| aaaaccc | | |
| Aabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Dddddd | | |
| B dd | | |
| b d | | |
| b d | | |
| b c C | | |
| b ac c | | |
| aaaaccc | | |
| aabb cc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBdddd | | |
| Db dd | | |
| b d | | |
| b d C | | |
| b c c | | |
| b ac c | | |
| aaaaccc | | |
| aabb cc | | |
| a bb cc | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbBddd | | |
| db dd | | |
| Db d | | |
| b dCc | | |
| b c c | | |
| b ac c | | |
| aaaaccc | | |
| aabb cc | | |
| A bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbBdd | | |
| db dd | | |
| dD dC | | |
| b dcc | | |
| b c c | | |
| b ac c | | |
| aaaaccc | | |
| Aabb cc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbBd | | |
| db ddC | | |
| ddD dc | | |
| b dcc | | |
| b c c | | |
| b ac c | | |
| aaaaccc | | |
| Aaabb cc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbbdC | | |
| db ddc | | |
| ddd dc | | |
| bD dcc | | |
| b c c | | |
| b ac c | | |
| A aaaaccc | | |
| aaabb cc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbbdc | | |
| db ddC | | |
| ddd dc | | |
| bdD dcc | | |
| b c c | | |
| A b ac c | | |
| a aaaaccc | | |
| aaabb cc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| B | | |
| dd bb | | |
| dbbbbdc | | |
| db ddc | | |
| ddd dC | | |
| bddDdcc | | |
| b c c | | |
|Aa b ac c | | |
| a aaaaccc | | |
| aaabb cc | | |
| a bb cc | | |
| a | | |
-------------- | |
Generation: algorithm.iteration=1073 | |
results['episode_reward_mean']=21057.78 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| C | | |
| BA | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dC | | |
| c | | |
| baA | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dcC | | |
| c A | | |
| baa | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| d | | |
| dcc | | |
| cC aA | | |
| baa | | |
| Bbb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| ddD | | |
| d | | |
| dcc | | |
| cc Aa | | |
| Caa | | |
| bbb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| d | | |
| dcc | | |
| ccAaa | | |
| caa | | |
| bbC | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dD | | |
| ddd | | |
| d | | |
| dcc | | |
| cAaaa | | |
| caa | | |
| bbc | | |
| b C | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddD | | |
| ddd | | |
| d | | |
| dcc | | |
| caaaa | | |
| Aaa | | |
| bbc | | |
| Bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dDd | | |
| ddd | | |
| d | | |
| dcc | | |
| caaaa | | |
| Aaaa | | |
| Bbbc | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddD | | |
| ddd | | |
| d | | |
| dcc | | |
| caaaa | | |
| Aaaaa | | |
| Bbbbc | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| ddd | | |
| ddd | | |
| d | | |
| dcc | | |
| caaaa | | |
| B aaaaa | | |
| bbAbcC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dD | | |
| ddd | | |
| ddd | | |
| d | | |
| dcc | | |
| B caaaa | | |
| b aaaaa | | |
| bAabccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddD | | |
| ddd | | |
| d | | |
| B dcc | | |
| b caaaa | | |
| b aaaaC | | |
| Aaabccc | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| ddd D | | |
| B d | | |
| b dcc | | |
| b caaCa | | |
| b aaaac | | |
| aaabccc | | |
| Abb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| B ddd d | | |
| b d D | | |
| b dcc C | | |
| b caaca | | |
| b aaaac | | |
| aaabccc | | |
| Aabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| B dddd | | |
| b ddd d | | |
| b d d | | |
| b dccCcD | | |
| b caaca | | |
| b aaaac | | |
| aaabccc | | |
| aabb cc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| bB dddd | | |
| b ddd d | | |
| b d C d | | |
| b dccccd | | |
| b caacD | | |
| b aaaac | | |
| aaabccc | | |
| aabb cc | | |
| a bb cc | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| bbB dddd | | |
| b dddC d | | |
| b d c d | | |
| b dccccd | | |
| b caaDd | | |
| b aaaac | | |
| aaabccc | | |
| aabb cc | | |
| A bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| bbbBdCdd | | |
| b dddc d | | |
| b d c d | | |
| b dccccd | | |
| b caadd | | |
| b aaaaD | | |
| aaabccc | | |
| Aabb cc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| B Cdd | | |
| bbbbdcdd | | |
| b dddc d | | |
| b d c d | | |
| b dccccd | | |
| b caadd | | |
| b aaaad | | |
| AaaabccD | | |
| aabb cc | | |
| a bb cc | | |
| a | | |
-------------- | |
Generation: algorithm.iteration=1074 | |
results['episode_reward_mean']=21123.78 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| | | |
| CA | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| | | |
| A | | |
| ca | | |
| b C | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| | | |
| aA | | |
| ca | | |
| b c | | |
| b C | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| | | |
| Aa | | |
| ca | | |
| b c | | |
| b c | | |
| Bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| | | |
| Aaa | | |
| ca | | |
| b c | | |
| Bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dd | | |
| | | |
| aaa | | |
| Aa | | |
| Bb c | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dd | | |
| | | |
| aaa | | |
| Aaa | | |
| Bbb cC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| dd | | |
| | | |
| aaa | | |
| B Aaaa | | |
| bbb ccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| dd | | |
| | | |
| B aaa | | |
| b aaaa | | |
| bbA ccc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| dd | | |
| B | | |
| b aaa | | |
| b aaaa | | |
| bAa ccc | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| Bdd | | |
| b | | |
| b aaa | | |
| b aaaa | | |
| baa cccC | | |
| Ab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| Dbdd | | |
| b | | |
| b aaa | | |
| b aaaa C | | |
| baa cccc | | |
| Aab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbdd | | |
| Db | | |
| b aaaC | | |
| b aaaa c | | |
| baa cccc | | |
| Aaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbdd | | |
| Ddb C | | |
| b aaac | | |
| b aaaa c | | |
| baa cccc | | |
| Aaaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbdd | | |
| dDb Cc | | |
| b aaac | | |
| b aaaa c | | |
| A baa cccc | | |
| aaaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbdd | | |
| ddD Ccc | | |
| b aaac | | |
| b aaaa c | | |
|Aa baa cccc | | |
| aaaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd | | |
| dbdd C | | |
| dddD ccc | | |
| b aaac | | |
|A b aaaa c | | |
|aa baa cccc | | |
| aaaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb | | |
| dbd C | | |
| dbdd c | | |
| ddddD ccc | | |
|A b aaac | | |
|a b aaaa c | | |
|aa baa cccc | | |
| aaaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| dd bb | | |
| dbbbb C | | |
| dbd c | | |
| dbdd c | | |
|Addddd ccc | | |
|a b D aaac | | |
|a b aaaa c | | |
|aa baa cccc | | |
| aaaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| bB | | |
| dd bbC | | |
| dbbbb c | | |
| dbd c | | |
| dbdd c | | |
|aAdddd ccc | | |
|a bDd aaac | | |
|a b aaaa c | | |
|aa baa cccc | | |
| aaaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1075 | |
results['episode_reward_mean']=20870.05 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| D | | |
| A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DC | | |
| d | | |
| aA | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dcC | | |
| d | | |
| aaA | | |
| b | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dcc | | |
| d C A | | |
| aaa | | |
| b | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| d | | |
| dcc | | |
| d cAa | | |
| Caa | | |
| b | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| ddD | | |
| d | | |
| dcc | | |
| d Aaa | | |
| caa | | |
| Bb C | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| d | | |
| dcc | | |
| d aaa | | |
| Aaa | | |
| Bbb c | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dD | | |
| ddd | | |
| d | | |
| dcc | | |
| d aaa | | |
| B Aaaa | | |
| bbb c | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddD | | |
| ddd | | |
| d | | |
| dcc | | |
| B d aaa | | |
| b Aaaaa | | |
| bbb c | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddD | | |
| ddd | | |
| d | | |
| B dcc | | |
| b d aaa | | |
| b aaaaa | | |
| bbA c | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| ddd D | | |
| B d | | |
| b dcc | | |
| b d aaa | | |
| b aaaaa | | |
| bAa cC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| B ddd d | | |
| b d D | | |
| b dcc | | |
| b d aaa | | |
| b aaaCa | | |
| Aaa cc | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B dddd | | |
| b ddd d | | |
| b d d | | |
| b dcc D | | |
| b d aaa | | |
| b aaaca | | |
| aaa cC | | |
| Abb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB dddd | | |
| b ddd d | | |
| b d d | | |
| b dcc Dd | | |
| b d aaa | | |
| b aaaca | | |
| aaa ccC | | |
| Aabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbB dddd | | |
| b ddd d | | |
| b d d | | |
| b dccDdd | | |
| b d aaa | | |
| b aaacC | | |
| aaa ccc | | |
| aabb cc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbbBdddd | | |
| b ddd d | | |
| b d D d | | |
| b dccddd | | |
| b d aaC | | |
| b aaacc | | |
| aaa ccc | | |
| aabb cc | | |
| a bb cc | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| bbbbdddd | | |
| b ddd d | | |
| b d Dd d | | |
| b dccdCd | | |
| b d aac | | |
| b aaacc | | |
| aaa ccc | | |
| aabb cc | | |
| A bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| bB | | |
| bbbbdddd | | |
| b ddd d | | |
| b d dd d | | |
| b dcDCcd | | |
| b d aac | | |
| b aaacc | | |
| aaa ccc | | |
| Aabb cc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| B | | |
| bb | | |
| bbbbdddd | | |
| b ddd d | | |
| b d dC d | | |
| b dcdccd | | |
| b d Dac | | |
| b aaacc | | |
| Aaaa ccc | | |
| aabb cc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| bB | | |
| bb | | |
| bbbbdddd | | |
| b dddC d | | |
| b d dc d | | |
| b dcdccd | | |
| b dDdac | | |
| b aaacc | | |
| Aaaaa ccc | | |
| aabb cc | | |
| a bb cc | | |
| a | | |
-------------- | |
Generation: algorithm.iteration=1076 | |
results['episode_reward_mean']=21092.22 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C A | | |
| | | |
| D | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cCa | | |
| D A | | |
| d | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cca | | |
| DdCaA | | |
| d | | |
| b | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dcca | | |
| ddcaaA | | |
| dC | | |
| b | | |
| Bbb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dcca | | |
| ddcaAa | | |
| dc | | |
| B bC | | |
| bbb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dcca | | |
| ddcAaa | | |
| dc | | |
| Bb bc | | |
| bbbC | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| d | | |
| dcca | | |
| ddAaaa | | |
| B dc | | |
| bb bc | | |
| bbbc | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| ddD | | |
| d | | |
| dcca | | |
| B ddaaaa | | |
| b dA | | |
| bb bc | | |
| bbbc | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| d | | |
| dcca | | |
| bBddaaaa | | |
| b Aa | | |
| bb bc | | |
| bbbcC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| Bdcca | | |
| bbddaaaa | | |
| b aa | | |
| bb AcC | | |
| bbbcc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| ddd | | |
| Bd | | |
| bdcca | | |
| bbddaaaa | | |
| b aaC | | |
| bbAacc | | |
| bbbcc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| Bddd | | |
| bd | | |
| bdcca | | |
| bbddaaaa | | |
| b aac | | |
| bAaacC | | |
| bbbcc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| DBddd | | |
| bddd | | |
| bd | | |
| bdcca | | |
| bbddaaaa | | |
| b aac | | |
| AaaaccC | | |
| bbbcc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dbBdd | | |
| bddd | | |
| bd | | |
| bdcca | | |
| bbddaaaa | | |
| b aacC | | |
| aaaaccc | | |
| Abbbcc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dbbBd | | |
| bddd | | |
| bd | | |
| bdcca | | |
| bbddaaCa | | |
| b aacc | | |
| aaaaccc | | |
| Aabbbcc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd B | | |
| dbbbd | | |
| bddd | | |
| bd | | |
| bdccaC | | |
| bbddaaca | | |
| b aacc | | |
| aaaaccc | | |
| aabbbcc | | |
| A cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd bB | | |
| D dbbbd | | |
| bddd | | |
| bd | | |
| bdccCc | | |
| bbddaaca | | |
| b aacc | | |
| aaaaccc | | |
| aabbbcc | | |
| aA cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| ddd bb | | |
| d dbbbd | | |
| D bddd | | |
| bd C | | |
| bdcccc | | |
| bbddaaca | | |
| b aacc | | |
| aaaaccc | | |
| aabbbcc | | |
| aaA cc | | |
| | | |
-------------- | |
-------------- | |
| bB | | |
| ddd bb | | |
| d dbbbd | | |
| d bdddC | | |
| D bd c | | |
| bdcccc | | |
| bbddaaca | | |
| b aacc | | |
| aaaaccc | | |
| aaAbbcc | | |
| aaa cc | | |
| | | |
-------------- | |
-------------- | |
| bbB | | |
| ddd bb | | |
| d dbbbdC | | |
| d bdddc | | |
| d bd c | | |
| D bdcccc | | |
| bbddaaca | | |
| b aacc | | |
| aAaaccc | | |
| aaabbcc | | |
| aaa cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1077 | |
results['episode_reward_mean']=21175.78 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| D | | |
| CB | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| D | | |
| Cb | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| aaA | | |
| Dd | | |
| cb | | |
| Cb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| aaa | | |
| Ddd A | | |
| cb | | |
| cC | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D aaa | | |
| ddd aA | | |
| cC | | |
| cc | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d aaa | | |
| ddC aaA | | |
| cc | | |
| cc | | |
| bb | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d aaa | | |
| ddcCaAa | | |
| cc | | |
| cc | | |
| Bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d aaa | | |
| ddccaaA | | |
| ccC | | |
| Bcc | | |
| bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d aaa A | | |
| ddccaaa | | |
| ccc | | |
| BbccC | | |
| bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d | | |
| d aaaAa | | |
| ddccaaa | | |
| B ccc | | |
| bbccc | | |
| bbbC | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d | | |
| d aaaaa | | |
| BddccaAa | | |
| b ccc | | |
| bbccc | | |
| bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d | | |
| Bd aaaaa | | |
| bddccAaa | | |
| b ccc | | |
| bbccc | | |
| bbbc | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| Bd | | |
| bd aaaaa | | |
| bddcAaaa | | |
| b ccc | | |
| bbccc | | |
| bbbcC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| Dbd | | |
| bd aaaaa | | |
| bddcaaaa | | |
| b ccA | | |
| bbcccC | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbd | | |
| Dbd aaaaa | | |
| bddcaaaa | | |
| b cAa | | |
| bbccccC | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbd | | |
| Ddbd aaaaa | | |
| bddcaaaa | | |
| b Aaa | | |
| bbccccc | | |
| bbbccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| Ddbd | | |
| ddbd aaaaa | | |
| bddcaaaa | | |
| b aaa | | |
| bbAcccc | | |
| bbbcccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| ddbd | | |
| Ddbd aaaaa | | |
| bddcaaaa | | |
| b aaa | | |
| bAaccccC | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd | | |
| ddbd | | |
| dDbd aaaaa | | |
| bddcaaaa | | |
| b aaa C | | |
| Aaaccccc | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb | | |
| dbd | | |
| ddbd | | |
| ddbd aaaaa | | |
| Dbddcaaaa | | |
| b aaa cC| | |
| aaaccccc | | |
| Abbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1078 | |
results['episode_reward_mean']=21037.54 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A D | | |
| | | |
| B C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| a d | | |
| A | | |
| b c | | |
| B C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| a d | | |
| a | | |
| A c | | |
| b c | | |
| B C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| D | | |
| a d | | |
| a | | |
| aAc | | |
| b c | | |
| Bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| Dd | | |
| a d | | |
| a | | |
| aaA | | |
| Bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| Ddd | | |
| a d | | |
| a | | |
| BaAaC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| Dddd | | |
| a d | | |
| a | | |
| BbAaacC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D d | | |
| dddd | | |
| a d | | |
| B a | | |
| bAaaacc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d d | | |
| Dddd | | |
| B a d | | |
| b a | | |
| Aaaaacc | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d d | | |
| BdDdd | | |
| b a d | | |
| b a | | |
| aaaaaccC | | |
| Abb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Bd d | | |
| bDddd | | |
| b a d | | |
| b a C | | |
| aaaaaccc | | |
| Aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| bd d | | |
| bdDdd | | |
| b a d C | | |
| b a c | | |
| Aaaaaaccc | | |
| aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B | | |
| b | | |
| bd d | | |
| bDddd | | |
| b a d c | | |
| b a C | | |
| Aaaaaaaccc | | |
| aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB | | |
| b | | |
| bD d | | |
| bdddd | | |
| b a d c | | |
| A b a cC| | |
| aaaaaaaccc | | |
| aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbB | | |
| b | | |
| Dd d | | |
| bdddd | | |
| b a d cC| | |
|Aa b a cc| | |
| aaaaaaaccc | | |
| aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbbB | | |
| b | | |
| Ddd d | | |
| bdddd C| | |
| b a d cc| | |
|aa b a cc| | |
|Aaaaaaaaccc | | |
| aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| bbbb | | |
| b | | |
| ddd d | | |
| Dbdddd Cc| | |
| b a d cc| | |
|aa b a cc| | |
|aaaaaaaaccc | | |
|A aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bB | | |
| bbbb | | |
| b | | |
| ddd d C | | |
| Ddbdddd cc| | |
| b a d cc| | |
|aa b a cc| | |
|Aaaaaaaaccc | | |
|a aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| bb | | |
| bbbb | | |
| b | | |
| ddd d Cc | | |
| ddbdddd cc| | |
| D b a d cc| | |
|Aa b a cc| | |
|aaaaaaaaccc | | |
|a aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| bB | | |
| bb | | |
| bbbb | | |
| b | | |
| ddd d cc | | |
| ddbdddd Ccc| | |
|AdDb a d cc| | |
|aa b a cc| | |
|aaaaaaaaccc | | |
|a aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1079 | |
results['episode_reward_mean']=20953.93 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DC | | |
| A | | |
| B | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dDC | | |
| a | | |
| A b | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| ddc | | |
| a C | | |
| a b | | |
| ABb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| ddc | | |
| a c | | |
| a C | | |
| Aabb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| ddc | | |
| a c | | |
| a c | | |
| AaabC | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Ddd | | |
| d | | |
| ddc | | |
| a c | | |
| a c | | |
| aaabc | | |
| A bbC | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| d | | |
| ddc | | |
| a c | | |
| a c | | |
| aaabc | | |
| Aa bbc | | |
| Bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| ddc | | |
| a c | | |
| a c | | |
| Aaaabc | | |
| aaBbbc | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| ddd | | |
| d | | |
| ddc | | |
| a c | | |
| a c | | |
| AaaBabc | | |
| aabbbcC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddd | | |
| D ddd | | |
| d | | |
| ddc | | |
| a c | | |
| A a c | | |
| aaBbabcC | | |
| aabbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddd | | |
| d ddd | | |
| D d | | |
| ddc | | |
| a c | | |
|Aa B a c | | |
| aabbabcc | | |
| aabbbcC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddd | | |
| d ddd | | |
| d d | | |
| D ddc | | |
|A B a c | | |
|aa b a c | | |
| aabbabcC | | |
| aabbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddd | | |
| d ddd | | |
| d d | | |
|ADdB ddc | | |
|a b a c | | |
|aa b a c | | |
| aabbabccC | | |
| aabbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddd | | |
| d ddd | | |
| dB d | | |
|addb ddc | | |
|AD b a c | | |
|aa b a c | | |
| aabbabccc | | |
| aabbbccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddd | | |
| dBddd | | |
| db d | | |
|addb ddc | | |
|adDb a c | | |
|Aa b a c | | |
| aabbabccc | | |
| aabbbcccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dBd | | |
| dbddd | | |
| db d | | |
|addb ddc | | |
|addD a c | | |
|aa b a c | | |
|AaabbabcccC | | |
| aabbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dbB | | |
| dbddd | | |
| db d | | |
|addb ddc | | |
|adddDa c | | |
|aa b a c C | | |
|aaabbabcccc | | |
|A aabbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dbbB | | |
| dbddd | | |
| db d | | |
|addbDddc | | |
|adddda c | | |
|aa b a c c | | |
|aaabbabcccC | | |
|aAaabbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dbbbB | | |
| dbddd | | |
| dbD d | | |
|addbdddc | | |
|adddda c | | |
|aa b a c c | | |
|aAabbabcccc | | |
|aaaabbbcccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| dbbbb | | |
| dbDdd | | |
| dbd d | | |
|addbdddc | | |
|adddda c | | |
|aa b a c c | | |
|aaAbbabcccC | | |
|aaaabbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1080 | |
results['episode_reward_mean']=21142.91 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| AB | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| | | |
| Aab | | |
| B | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| | | |
| aAb | | |
| b | | |
| B | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| | | |
| Aab | | |
| b | | |
| Bb | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| | | |
| aab | | |
| A b | | |
| Bbb | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dd | | |
| | | |
| aab | | |
| a b | | |
| Abb | | |
| B cC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dd | | |
| | | |
| aab | | |
| a b | | |
| AabbC | | |
| b cc | | |
| B cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| dd | | |
| | | |
| aab | | |
| a b | | |
| AaabbcC | | |
| b cc | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Dddd | | |
| d | | |
| dd | | |
| | | |
| aab | | |
| a b C | | |
| aaabbcc | | |
| ABb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| D d | | |
| dd | | |
| | | |
| aab C | | |
| a b c | | |
| aBabbcc | | |
| Aabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| d d | | |
| D dd | | |
| C | | |
| aab c | | |
| a b c | | |
| Bbabbcc | | |
| aabb cc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| d d | | |
| d dd | | |
| D Cc | | |
| aab c | | |
| B a b c | | |
| bbabbcc | | |
| Aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| d d | | |
| d dd C | | |
| d cc | | |
| D B aab c | | |
| b a b c | | |
| bbabbcc | | |
| aabb cc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| d d C | | |
| d dd c | | |
| d B cc | | |
| dDb aab c | | |
| b a b c | | |
| bbabbcc | | |
| aabb cc | | |
| a bb cc | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd C | | |
| d d c | | |
| d Bdd c | | |
| d b cc | | |
| ddD aab c | | |
| b a b c | | |
| bbabbcc | | |
| aabb cc | | |
| A bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd C | | |
| dddd c | | |
| d Bd c | | |
| d bdd c | | |
| d b cc | | |
| ddd aab c | | |
| D a b c | | |
| bbabbcc | | |
| Aabb cc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| C | | |
| dd c | | |
| ddBd c | | |
| d bd c | | |
| d bdd c | | |
| d b cc | | |
| ddd aab c | | |
| dDa b c | | |
| Abbabbcc | | |
| aabb cc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| Cc | | |
| dd c | | |
| ddbB c | | |
| d bd c | | |
| d bdd c | | |
| d b cc | | |
| ddd aab c | | |
| dda b c | | |
| AabDabbcc | | |
| aabb cc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| cc | | |
| dd Cc | | |
| ddbbB c | | |
| d bd c | | |
| d bdd c | | |
| d b cc | | |
| ddd aab c | | |
| A dda b c | | |
| aabdDbbcc | | |
| aabb cc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| cc | | |
| dd cc | | |
| ddbbbBCc | | |
| d bd c | | |
| d bdd c | | |
| d b cc | | |
| ddd aab c | | |
|Aa dda b c | | |
| aabddbbcc | | |
| aabD cc | | |
| a bb cc | | |
| a | | |
-------------- | |
Generation: algorithm.iteration=1081 | |
results['episode_reward_mean']=21049.93 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D C | | |
| A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d c | | |
| CaA | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d c | | |
| cAa | | |
| bbC | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d c | | |
| caA | | |
| bbc | | |
| b C | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| d | | |
| d | | |
| d c | | |
| cAa | | |
| bbc | | |
| b c | | |
| Bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| ddD | | |
| d | | |
| d | | |
| d c | | |
| Aaa | | |
| bbc | | |
| Bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| d | | |
| d | | |
| d c | | |
| aAa | | |
| Bbbc | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| d | | |
| d cA | | |
| aaa | | |
| bBbcC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| ddd | | |
| d | | |
| d | | |
| d caA | | |
| B aaa | | |
| bbbccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| ddd | | |
| d | | |
| d | | |
| B cAa | | |
| b aaa | | |
| bbbccc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| ddd | | |
| d | | |
| B | | |
| b Aaa | | |
| b aaa | | |
| bbbccc | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dDddd | | |
| ddd | | |
| B | | |
| b | | |
| b aaa | | |
| b Aaa | | |
| bbbcccC | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| Bdd | | |
| b | | |
| b | | |
| b aaa | | |
| bAaaaC | | |
| bbbcccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| ddBdd | | |
| bdd | | |
| b | | |
| b | | |
| b aaa | | |
| baaaacC| | |
| bbAcccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddbBd | | |
| bdd | | |
| b | | |
| b | | |
| b aaa C| | |
| baaaacc| | |
| bAacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| Dddbbd | | |
| bdd | | |
| b | | |
| b C| | |
| b aaa c| | |
| baaaacc| | |
| Aaacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dddbbd | | |
| D bdd | | |
| b | | |
| b Cc| | |
| b aaa c| | |
| baaaacc| | |
| Aaaacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| dd bb | | |
| dddbbd | | |
| d bdd | | |
| D b C | | |
| b cc| | |
| b aaa c| | |
| baaaacc| | |
| aaaacccc | | |
| Abb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| bB | | |
| dd bb | | |
| dddbbd | | |
| d bdd C | | |
| d b c | | |
| D b cc| | |
| b aaa c| | |
| baaaacc| | |
| aaaacccc | | |
| Aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| bbB | | |
| dd bb | | |
| dddbbd | | |
| d bdd Cc | | |
| d b c | | |
| dD b cc| | |
| b aaa c| | |
| baaaacc| | |
| aaaacccc | | |
| Aaabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1082 | |
results['episode_reward_mean']=21024.09 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DA | | |
| B | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| da | | |
| b D | | |
| B c | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| da | | |
| bDd | | |
| b c | | |
| B c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aa | | |
| daA | | |
| Ddd | | |
| b c | | |
| b c | | |
| B c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aa | | |
| daa | | |
| Dddd A | | |
| b c | | |
| b c | | |
| b c | | |
| B cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aa | | |
| D daa | | |
| dddd aA | | |
| b c | | |
| b c | | |
| b cC | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D aa | | |
| d daaA | | |
| dddd aa | | |
| b c | | |
| b cC | | |
| Bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d aa | | |
| d daaaA| | |
| dddd aa | | |
| b c | | |
| Bb ccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d aa | | |
| d daaaa| | |
| dddd aaA| | |
| b c | | |
| Bbb ccc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d aa | | |
| d daaaa| | |
| dddd aaa| | |
| B b c A| | |
| bbb ccc | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d aa | | |
| d daaaa| | |
| Bdddd aaa| | |
| b b c Aa| | |
| bbb ccc | | |
| bb cccc | | |
| bb cc C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d aa | | |
| Bd daaaa| | |
| bdddd aaa| | |
| b b c aa| | |
| bbb cccA | | |
| bb cccc | | |
| bb cc cC| | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| Bd aa | | |
| bd daaaa| | |
| bdddd aaa| | |
| b b c aa| | |
| bbb ccca | | |
| bb cccAC| | |
| bb cc cc| | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| Bd | | |
| bd aa | | |
| bd daaaa| | |
| bdddd aaa| | |
| b b c aa| | |
| bbb cccaC| | |
| bb cccac| | |
| bb cc Ac| | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| DBd | | |
| bd | | |
| bd aa | | |
| bd daaaa| | |
| bdddd aaa| | |
| b b c aC| | |
| bbb cccac| | |
| bb cccac| | |
| bb cc ac| | |
| A | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dbB | | |
| bd | | |
| bd aa | | |
| bd daaaa| | |
| bdddd aaC| | |
| b b c ac| | |
| bbb cccac| | |
| bb cccac| | |
| bb cc ac| | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| dbbB | | |
| bd | | |
| bd aa | | |
| bd daaaC| | |
| bdddd aac| | |
| b b c ac| | |
| bbb cccac| | |
| bb cccac| | |
| bb cc ac| | |
| Aaa | | |
-------------- | |
-------------- | |
| | | |
|Dddd B | | |
| dbbb | | |
| bd | | |
| bd aa | | |
| bd daaCc| | |
| bdddd aac| | |
| b b c ac| | |
| bbb cccac| | |
| bb cccac| | |
| bb cA ac| | |
| aaa | | |
-------------- | |
-------------- | |
| | | |
|dddd bB | | |
|D dbbb | | |
| bd | | |
| bd aa | | |
| bd daCcc| | |
| bdddd aac| | |
| b b c ac| | |
| bbb cccac| | |
| bb cAcac| | |
| bb ca ac| | |
| aaa | | |
-------------- | |
-------------- | |
| | | |
|dddd bbB | | |
|d dbbb | | |
|D bd | | |
| bd aa | | |
| bd dCccc| | |
| bdddd aac| | |
| b b c ac| | |
| bbb cccac| | |
| bb Aacac| | |
| bb ca ac| | |
| aaa | | |
-------------- | |
Generation: algorithm.iteration=1083 | |
results['episode_reward_mean']=21185.54 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C D | | |
| | | |
| BA | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C d | | |
| D | | |
| baA | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cCD | | |
| d | | |
| baaA | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| ccC | | |
| d | | |
| baaa | | |
| b A | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| ccc | | |
| C | | |
| baaa | | |
| b aA | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| ccc | | |
| c | | |
| bCaa | | |
| b aa | | |
| bb A | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| ccc | | |
| c | | |
| bcaa | | |
| bC aa | | |
| Bbb a | | |
| bb A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| ccc | | |
| c | | |
| bcaa | | |
| B bc aa | | |
| bbbC A | | |
| bb a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| d | | |
| d | | |
| ccc | | |
| c | | |
| bcaa | | |
| Bb bc aa | | |
| bbbc a | | |
| bb C A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| d | | |
| d | | |
| ccc | | |
| c | | |
| B bcaa | | |
| bb bc aa | | |
| bbbc A | | |
| bb cC a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| ddddd | | |
| d | | |
| d | | |
| ccc | | |
| B c | | |
| b bcaa | | |
| bb bc aa | | |
| bbbcC a | | |
| bb cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddddd | | |
| d | | |
| d | | |
| B ccc | | |
| b c | | |
| b bcaa | | |
| bb bcCaa | | |
| bbbcc A | | |
| bb cc a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Dddddd | | |
| d | | |
| B d | | |
| b ccc | | |
| b c | | |
| b bcaa | | |
| bb bccCa | | |
| bbbcc a | | |
| bb cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddddddd | | |
| B d | | |
| b d | | |
| b ccc | | |
| b c | | |
| b bcaC | | |
| bb bccca | | |
| bbbcc a | | |
| bb ccAa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddBdddd | | |
| D b d | | |
| b d | | |
| b ccc | | |
| b c C | | |
| b bcac | | |
| bb bccca | | |
| bbbcc a | | |
| bb cAaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddbBddd | | |
|Dd b d | | |
| b d | | |
| b ccc C | | |
| b c c | | |
| b bcac | | |
| bb bccca | | |
| bbbcc a | | |
| bb Aaaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddbbBdd | | |
|dD b d | | |
| b d | | |
| b cccCc | | |
| b c c | | |
| b bcac | | |
| bb bccca | | |
| bbbAc a | | |
| bb aaaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| ddbbbdd | | |
|dd b d | | |
| D b dC | | |
| b ccccc | | |
| b c c | | |
| b bcac | | |
| bb bAcca | | |
| bbbac a | | |
| bb aaaa | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| dd b | | |
| ddbbbdd | | |
|dd b dC | | |
| d b dc | | |
| D b ccccc | | |
| b c c | | |
| b bcac | | |
| bb Aacca | | |
| bbbac a | | |
| bb aaaa | | |
| | | |
-------------- | |
-------------- | |
| bB | | |
| dd b | | |
| ddbbbddC | | |
|dd b dc | | |
| d b dc | | |
| d b ccccc | | |
| D b c c | | |
| b bcac | | |
| bbAaacca | | |
| bbbac a | | |
| bb aaaa | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1084 | |
results['episode_reward_mean']=21132.69 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| CD | | |
| | | |
| | | |
| AB | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| Cd | | |
| | | |
| | | |
| Aab | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| cC | | |
| | | |
| | | |
| aab | | |
| A bB | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| ccC | | |
| | | |
| | | |
| aabB | | |
| aAbb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| dd | | |
| ccc | | |
| C | | |
| | | |
| aaBb | | |
| aaAb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| dd | | |
| ccc | | |
| c | | |
| C | | |
| aBbb | | |
| aaaA | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Ddd | | |
| dd | | |
| ccc | | |
| c | | |
| C | | |
| abbb | | |
| aBaA | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| dd | | |
| ccc | | |
| c | | |
| C | | |
| abbb | | |
| abaA | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| ddd | | |
| dd | | |
| ccc | | |
| c | | |
| C | | |
| abbb | | |
| abaA | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| ddd | | |
| dd | | |
| ccc | | |
| c | | |
| C | | |
| abbb | | |
| BbaA | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| ddd | | |
| dd | | |
| ccc | | |
| c | | |
| C | | |
| Bbbb | | |
| bbaA | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| dd | | |
| ddd | | |
| dd | | |
| ccc | | |
| c | | |
| C | | |
| Bbbbb | | |
| bbaA | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D dd | | |
| ddd | | |
| dd | | |
| ccc | | |
| c | | |
| B C | | |
| bbbbb | | |
| bbaA | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| D ddd | | |
| dd | | |
| ccc | | |
| B c | | |
| b c | | |
| bbbbC | | |
| bbAa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d ddd | | |
| D dd | | |
| B ccc | | |
| b c | | |
| b c | | |
| bbbbc | | |
| bAaC | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d ddd | | |
| d B dd | | |
| D b ccc | | |
| b c | | |
| b c | | |
| bbbbc | | |
| Aaac | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d Bddd | | |
| d b dd | | |
| d b ccc | | |
| D b c | | |
| b c | | |
| bbbbc | | |
| Aaaac | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d Bd | | |
| d bddd | | |
| d b dd | | |
| d b ccc | | |
| dDb c | | |
| b c | | |
| bbbbc | | |
| AaaaacC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d bB | | |
| d bddd | | |
| d b dd | | |
| d b ccc | | |
| ddD c | | |
| b c | | |
| AbbbbcC | | |
| aaaaacc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d bbB | | |
| d bddd | | |
| d b dd | | |
| d b ccc | | |
| dddD c | | |
| b c | | |
| AabbbbccC | | |
| aaaaacc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1085 | |
results['episode_reward_mean']=20973.16 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C A | | |
| D | | |
| B | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cCa | | |
| DdA | | |
| b | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cca | | |
| DCaA | | |
| b | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dca | | |
| dcaaA | | |
| b C | | |
| b | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dDa | | |
| dcaaa | | |
| b c A | | |
| b C | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dda | | |
| dDaaa | | |
| b c a | | |
| b c A | | |
| Bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dda | | |
| Ddaaa | | |
| b c a | | |
| Bb c a | | |
| bb c A | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dda | | |
| Dddaaa | | |
| b c a | | |
| Bbb c a | | |
| bb c a | | |
| bb cC A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dda | | |
| Ddddaaa | | |
| B b c a | | |
| bbb c a | | |
| bb c A | | |
| bb cc a | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D dda | | |
| Bddddaaa | | |
| b b c a | | |
| bbb c a | | |
| bb c a | | |
| bb cc A | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| Bd dda | | |
| bddddaaa | | |
| b b c a | | |
| bbb c a | | |
| bb c A | | |
| bb cc a | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| Bd | | |
| bd dda | | |
| bddddaaa | | |
| b b c a | | |
| bbb c a | | |
| bb c A | | |
| bb cc a | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| Bd | | |
| bd | | |
| bd dda | | |
| bddddaaa | | |
| b b c a | | |
| bbb c a | | |
| bb c A | | |
| bb cc a | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| Bd | | |
| bd | | |
| bd | | |
| bd dda | | |
| bddddaaa | | |
| b b c a | | |
| bbb c a | | |
| bb c A | | |
| bb cc a | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| bB | | |
| bd | | |
| bd | | |
| bd dda | | |
| bddddaaa | | |
| b b c a | | |
| bbb c a | | |
| bb c A | | |
| bb cc a | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| Bb | | |
| bd | | |
| bd | | |
| bd dda | | |
| bddddaaa | | |
| b b c a | | |
| bbb c a | | |
| bb c A | | |
| bb cc a | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| DbB | | |
| bd | | |
| bd | | |
| bd dda | | |
| bddddaaa | | |
| b b c a | | |
| bbb c a | | |
| bb c A | | |
| bb cc a | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| dbbB | | |
| bd | | |
| bd | | |
| bd dda | | |
| bddddaaa | | |
| b b c a | | |
| bbb c a | | |
| bb c A | | |
| bb cc a | | |
| ccC | | |
-------------- | |
-------------- | |
| D | | |
| ddd | | |
| dbbbB | | |
| bd | | |
| bd | | |
| bd dda | | |
| bddddaaa | | |
| b b c a | | |
| bbb c a | | |
| bb c A | | |
| bb cc a | | |
| ccC | | |
-------------- | |
-------------- | |
| d | | |
| Ddd B | | |
| dbbbb | | |
| bd | | |
| bd | | |
| bd dda | | |
| bddddaaa | | |
| b b c a | | |
| bbb c a | | |
| bb c A | | |
| bb cc a | | |
| ccC | | |
-------------- | |
Generation: algorithm.iteration=1086 | |
results['episode_reward_mean']=21024.74 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| A | | |
| C | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| Aa | | |
| c | | |
| Cb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| aa | | |
| A | | |
| cC | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| d | | |
| aa | | |
| aC | | |
| Ac | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| dd | | |
| d | | |
| aC | | |
| ac | | |
| aA | | |
| bb | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| dd | | |
| C | | |
| ac | | |
| ac | | |
| Aa | | |
| Bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Ddd | | |
| dd | | |
| cC | | |
| ac | | |
| ac | | |
| Baa | | |
| bAb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| dd | | |
| cc | | |
| acC | | |
| ac | | |
| Bbaa | | |
| Aab | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| ddd | | |
| dd | | |
| cc | | |
| acc | | |
| B acC | | |
| bbaa | | |
| Aaab | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| ddd | | |
| dd | | |
| cc | | |
| B acc | | |
| b acc | | |
| bbaaC | | |
| Aaaab | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| ddd | | |
| dd | | |
| B cc | | |
| b acc | | |
| b acc | | |
| Abbaac | | |
| aaaabC | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| ddd | | |
| dd | | |
| bB cc | | |
| b acc | | |
| b acc | | |
| Aabbaac | | |
| aaaabc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| Dd d | | |
| ddd | | |
| Bdd | | |
| bb cc | | |
| b acc | | |
| A b acc | | |
| aabbaac | | |
| aaaabc | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dd d | | |
| D Bdd | | |
| bdd | | |
| bb cc | | |
| b acc | | |
|Aa b acc | | |
| aabbaac | | |
| aaaabcC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dd B | | |
| d bdd | | |
| D bdd | | |
| bb cc | | |
|A b acc | | |
|aa b acc | | |
| aabbaacC | | |
| aaaabcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dd bB | | |
| d bdd | | |
| d bdd | | |
|AD bb cc | | |
|a b acc | | |
|aa b acc | | |
| aabbaaccC | | |
| aaaabcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dd bbB | | |
| d bdd | | |
| d bdd | | |
|aADbb cc | | |
|a b acc | | |
|aa b acc | | |
| aabbaaccc | | |
| aaaabccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd B | | |
| dd bbb | | |
| d bdd | | |
| d bdd | | |
|aDAbb cc | | |
|a b acc | | |
|aa b acc | | |
| aabbaaccC | | |
| aaaabccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd bB | | |
| dd bbb | | |
| d bdd | | |
| d bdd | | |
|adabb cc | | |
|aDAb acc | | |
|aa b acc | | |
| aabbaaccc | | |
| aaaabccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| ddd bb | | |
| dd bbb | | |
| d bdd | | |
| d bdd | | |
|adabb cc | | |
|adDb acc | | |
|aaAb acc | | |
| aabbaaccc | | |
| aaaabcccC | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1087 | |
results['episode_reward_mean']=20909.86 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| D | | |
| B A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| Dd | | |
| b aA | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ccC | | |
| DddA | | |
| b aa | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ccc | | |
| DddCaA | | |
| b aa | | |
| b | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dccc | | |
| dddcaaA | | |
| b Ca | | |
| b | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dccc A | | |
| dddcaaa | | |
| b ca | | |
| b C | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dccc aA| | |
| dddcaaa | | |
| b ca | | |
| Bb c | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| dccc aa| | |
| dddcaaaA| | |
| b ca | | |
| Bbb c | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| dccc aa| | |
| dddcaaaa| | |
| B b ca A| | |
| bbb c | | |
| bb c | | |
| bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| dccc aa| | |
| Bdddcaaaa| | |
| b b ca Aa| | |
| bbb c | | |
| bb c | | |
| bb c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| d | | |
| Bdccc aa| | |
| bdddcaaaa| | |
| b b ca aa| | |
| bbb c A | | |
| bb c | | |
| bb c | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| d | | |
| Bd | | |
| bdccc aa| | |
| bdddcaaaa| | |
| b b ca aa| | |
| bbb c a | | |
| bb c A | | |
| bb c | | |
| cccC | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d d | | |
| Bd | | |
| bd | | |
| bdccc aa| | |
| bdddcaaaa| | |
| b b ca aa| | |
| bbb c a | | |
| bb c A | | |
| bb c | | |
| cccC | | |
-------------- | |
-------------- | |
| D | | |
| ddd | | |
| dBd | | |
| bd | | |
| bd | | |
| bdccc aa| | |
| bdddcaaaa| | |
| b b ca aa| | |
| bbb c a | | |
| bb c A | | |
| bb c | | |
| cccC | | |
-------------- | |
-------------- | |
| d | | |
| Ddd | | |
| dbB | | |
| bd | | |
| bd | | |
| bdccc aa| | |
| bdddcaaaa| | |
| b b ca aa| | |
| bbb c a | | |
| bb c A | | |
| bb c | | |
| cccC | | |
-------------- | |
-------------- | |
| d | | |
| Dddd | | |
| dbbB | | |
| bd | | |
| bd | | |
| bdccc aa| | |
| bdddcaaaa| | |
| b b ca aa| | |
| bbb c a | | |
| bb c A | | |
| bb c | | |
| cccC | | |
-------------- | |
-------------- | |
| d | | |
| dddd | | |
| DdbbbB | | |
| bd | | |
| bd | | |
| bdccc aa| | |
| bdddcaaaa| | |
| b b ca aa| | |
| bbb c a | | |
| bb c A | | |
| bb c | | |
| cccC | | |
-------------- | |
-------------- | |
| d | | |
| dddd B | | |
| ddbbbb | | |
| D bd | | |
| bd | | |
| bdccc aa| | |
| bdddcaaaa| | |
| b b ca aa| | |
| bbb c a | | |
| bb c A | | |
| bb c | | |
| cccC | | |
-------------- | |
-------------- | |
| d | | |
| dddd bB | | |
| ddbbbb | | |
| d bd | | |
| D bd | | |
| bdccc aa| | |
| bdddcaaaa| | |
| b b ca aa| | |
| bbb c a | | |
| bb c A | | |
| bb c | | |
| cccC | | |
-------------- | |
-------------- | |
| d B | | |
| dddd bb | | |
| ddbbbb | | |
| d bd | | |
| d bd | | |
| D bdccc aa| | |
| bdddcaaaa| | |
| b b ca aa| | |
| bbb c a | | |
| bb c A | | |
| bb c | | |
| cccC | | |
-------------- | |
Generation: algorithm.iteration=1088 | |
results['episode_reward_mean']=20875.86 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| B C | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| b c | | |
| BAC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Ddd | | |
| b c | | |
| baA | | |
| B C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| ddd | | |
| b c | | |
| bAa | | |
| b c | | |
| B C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| ddd | | |
| b c | | |
| baA | | |
| b c | | |
| Bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| ddd | | |
| b c | | |
| bAa | | |
| Bb c | | |
| bb c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| ddd | | |
| b c | | |
| BAaa | | |
| bb c | | |
| bb cC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| ddd | | |
| b c | | |
| BAaaa | | |
| bb cC | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| ddd | | |
| B b c | | |
| baaaaC | | |
| Ab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| Bddd | | |
| b b c | | |
| baaaacC | | |
| Aab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d | | |
| Bd | | |
| bddd | | |
| b b c C | | |
| baaaacc | | |
| Aaab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| Bd | | |
| bd | | |
| bddd C | | |
| b b c c | | |
| Abaaaacc | | |
| aaab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| Dbd | | |
| bd C | | |
| bddd c | | |
| b b c c | | |
| Aabaaaacc | | |
| aaab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbd C | | |
| Dbd c | | |
| bddd c | | |
| A b b c c | | |
| aabaaaacc | | |
| aaab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbd c | | |
| Ddbd C | | |
| bddd c | | |
|Aa b b c c | | |
| aabaaaacc | | |
| aaab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbd c | | |
| ddbd Cc | | |
|AD bddd c | | |
|aa b b c c | | |
| aabaaaacc | | |
| aaab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbd Cc | | |
|Addbd cc | | |
|adDbddd c | | |
|aa b b c c | | |
| aabaaaacc | | |
| aaab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd C | | |
| dbd cc | | |
|aAdbd cc | | |
|addDddd c | | |
|aa b b c c | | |
| aabaaaacc | | |
| aaab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb C | | |
| dbd c | | |
| dbd cc | | |
|aadbd cc | | |
|aAddDdd c | | |
|aa b b c c | | |
| aabaaaacc | | |
| aaab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| B | | |
| dd bbC | | |
| dbbbb c | | |
| dbd c | | |
| dbd cc | | |
|aadbd cc | | |
|aaAdddd c | | |
|aa bDb c c | | |
| aabaaaacc | | |
| aaab cc | | |
| bb cc | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=1089 | |
results['episode_reward_mean']=21047.66 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| D | | |
| A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DC | | |
| d | | |
| a | | |
| Ab | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dD | | |
| dC | | |
| a | | |
| aA | | |
| bB | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| dc | | |
| a C | | |
| aaA | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| dd | | |
| dc | | |
| a c | | |
| aaCA | | |
| bB | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| dd | | |
| dc | | |
| a cA | | |
| aaca | | |
| BC | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| dd | | |
| dd | | |
| dc | | |
| a caA | | |
| aaca | | |
| bB | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Ddd | | |
| dd | | |
| dd | | |
| dc A | | |
| a caa | | |
| aaca | | |
| Bb | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| dd | | |
| dd | | |
| dc aA | | |
| a caa | | |
| aaca | | |
| Bbb | | |
| ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| ddd | | |
| dd | | |
| dd A | | |
| dc aa | | |
| a caa | | |
| aaca | | |
| bbb | | |
| B ccc | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| ddd | | |
| dd | | |
| dd Aa | | |
| dc aa | | |
| a caa | | |
| aaca | | |
| bbb | | |
| bBccC | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| ddd | | |
| dd | | |
| dd aa | | |
| dc Aa | | |
| a caa | | |
| aaca | | |
| bbb C | | |
| Bbccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| ddd | | |
| dd | | |
| dd aa | | |
| dcAaa | | |
| a caa | | |
| aaca | | |
| bbb cC | | |
| Bbbccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| D ddd | | |
| dd | | |
| dd aa | | |
| dAaaa | | |
| a caa | | |
| aaca C | | |
| Bbbb cc | | |
| bbbccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d ddd | | |
| D dd | | |
| dd aa | | |
| daaaa | | |
| a AaaC | | |
| Baaca c | | |
| bbbb cc | | |
| bbbccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d ddd | | |
| d dd | | |
| D dd aa | | |
| daaaC | | |
| aAaaac | | |
| Bbaaca c | | |
| bbbb cc | | |
| bbbccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d ddd | | |
| d dd | | |
| Dd dd aC | | |
| daaac | | |
| B Aaaaac | | |
| bbaaca c | | |
| bbbb cc | | |
| bbbccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d ddd | | |
| d dd C | | |
|Ddd dd ac | | |
| B daaac | | |
| b aaaaac | | |
| bbAaca c | | |
| bbbb cc | | |
| bbbccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d ddd | | |
| d dd Cc | | |
|dddB dd ac | | |
|D b daaac | | |
| b aaaaac | | |
| bAaaca c | | |
| bbbb cc | | |
| bbbccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d ddd | | |
| dB dd cc | | |
|dddb dd Cc | | |
|d b daaac | | |
|D b aaaaac | | |
| Aaaaca c | | |
| bbbb cc | | |
| bbbccc | | |
| c | | |
-------------- | |
Generation: algorithm.iteration=1090 | |
results['episode_reward_mean']=21096.05 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| D | | |
| | | |
| C | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| dD | | |
| | | |
| c | | |
| bC | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| dD | | |
| | | |
| c | | |
| bc | | |
| BbC | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Da | | |
| ddA | | |
| | | |
| c | | |
| bc | | |
| bbc | | |
| B C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dda | | |
| ddaA | | |
| | | |
| c | | |
| bc | | |
| bbc | | |
| Bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| DddaA | | |
| ddaa | | |
| | | |
| c | | |
| bc | | |
| Bbbc | | |
| bb c | | |
| Cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dddaaA | | |
| ddaa | | |
| | | |
| c | | |
| B bc | | |
| bbbc | | |
| bb c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dddaaa | | |
| ddaaA | | |
| | | |
| c | | |
| Bb bc | | |
| bbbc | | |
| bb c | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dddaaa | | |
| ddaaa | | |
| A | | |
| B c | | |
| bb bc | | |
| bbbc | | |
| bb c | | |
| cccC | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dddaaa | | |
| ddaaa | | |
| B Aa | | |
| b c | | |
| bb bc | | |
| bbbc | | |
| bb c C | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dddaaa | | |
| B ddaaa | | |
| b Aaa | | |
| b c | | |
| bb bc | | |
| bbbc C | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| Bdddaaa | | |
| b ddaaa | | |
| b aaa | | |
| b A | | |
| bb bc | | |
| bbbc cC | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| DBd | | |
| bdddaaa | | |
| b ddaaa | | |
| b aaa | | |
| b Aa | | |
| bb bc C | | |
| bbbc cc | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| Dbdddaaa | | |
| b ddaaa | | |
| b aaa | | |
| b aa C | | |
| bb Ac c | | |
| bbbc cc | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbdddaaa | | |
| Db ddaaa | | |
| b aaaC | | |
| b aa c | | |
| bbAac c | | |
| bbbc cc | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbdddaaa | | |
| dD ddaaaC | | |
| b aaac | | |
| b aa c | | |
| bAaac c | | |
| bbbc cc | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbdddaaaC | | |
| ddDddaaac | | |
| b aaac | | |
| b aa c | | |
| Aaaac c | | |
| bbbc cc | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbbB | | |
| dbd C | | |
| dbdddaaac | | |
| dddDdaaac | | |
| b aaac | | |
| b aa c | | |
| aaaac c | | |
| Abbbc cc | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbbbB | | |
| dbd Cc | | |
| dbdddaaac | | |
| ddddDaaac | | |
| b aaac | | |
| b aa c | | |
| aaaac c | | |
| Aabbbc cc | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbbbb | | |
| dbd cc | | |
| dbdddaaCc | | |
| dddddDaac | | |
| b aaac | | |
| b aa c | | |
| aaaac c | | |
| aabbbc cc | | |
| A bb c c | | |
| cccc | | |
-------------- | |
Generation: algorithm.iteration=1091 | |
results['episode_reward_mean']=21224.56 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A B | | |
| D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| aAb | | |
| D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Bb | | |
| aaA | | |
| CD | | |
| c | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| bb | | |
| CaaA | | |
| Dd | | |
| c | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bb | | |
| bbA | | |
| cCaa | | |
| Ddd | | |
| c | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bbb | | |
| bbaA | | |
| Dccaa | | |
| ddC | | |
| c | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bbbb A | | |
| D bbaa | | |
| dccaa | | |
| ddcC | | |
| c | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| BbDbb aA | | |
| d bbaa | | |
| dccaa | | |
| ddcc | | |
| c C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| Bbbdbb aa | | |
| d bbaaA | | |
| dccaa | | |
| ddcc | | |
| c c | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| bbbdbb aa | | |
| B d bbaaa | | |
| dccaa A | | |
| ddcc | | |
| c c | | |
| c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| bbbdbb aa | | |
|Bb d bbaaa | | |
| dccaa aA| | |
| ddcc | | |
| c c | | |
| c | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| bbbdbb aa | | |
|bb d bbaaa | | |
|B dccaa aa| | |
| ddcc A| | |
| c c | | |
| c | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| bbbdbb aa | | |
|bb d bbaaa | | |
|b dccaa aa| | |
|B ddcc a| | |
| c c A| | |
| c | | |
| c | | |
| ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| bDbdbb aa | | |
|bb d bbaaa | | |
|b dccaa aa| | |
|b ddcc a| | |
|B c c Aa| | |
| c | | |
| c | | |
| ccc | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| bdbdbb aa | | |
|bbD d bbaaa | | |
|b dccaa aa| | |
|b ddcc a| | |
|bB c c aa| | |
| c A | | |
| c | | |
| ccc | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| bdbdbb aa | | |
|bbd d bbaaa | | |
|b D dccaa aa| | |
|b ddcc a| | |
|bbB c c aa| | |
| c a | | |
| c A | | |
| cccC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| bdbdbb aa | | |
|bbd d bbaaa | | |
|bDd dccaa aa| | |
|b ddcc a| | |
|bbb c c aa| | |
| B c a | | |
| c C | | |
| cccA | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| bdbdbb aa | | |
|bbd d bbaaa | | |
|bdD dccaa aa| | |
|b ddcc a| | |
|bbb c c aa| | |
| b c C | | |
| B c c | | |
| ccca | | |
| cA | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| bdbdbb aa | | |
|bbd d bbaaa | | |
|bdd dccaa aa| | |
|b D ddcc a| | |
|bbb c c Ca| | |
| b c c | | |
| b c c | | |
| B ccca | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| bdbdbb aa | | |
|bbd d bbaaa | | |
|bdd dccaa aa| | |
|b dDddcc a| | |
|bbb c c cC| | |
| b c c | | |
| b c c | | |
| bB ccca | | |
| Aaa | | |
-------------- | |
Generation: algorithm.iteration=1092 | |
results['episode_reward_mean']=21197.02 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C A | | |
| D | | |
| B | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| c aA | | |
| Dd | | |
| b | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cC A | | |
| c aa | | |
| Ddd | | |
| b | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc aA | | |
| cCaa | | |
| Dddd | | |
| b | | |
| Bbb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc aa | | |
| DccaaA | | |
| ddCd | | |
| b | | |
| bbb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dcc aa | | |
| dccaaa | | |
| ddcd A | | |
| Cb | | |
| bbb | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dcc aa | | |
| dccaaa | | |
| ddcd aA | | |
| cC | | |
| bbb | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dcc aa | | |
| dccaaaA | | |
| ddcd aa | | |
| cc | | |
| bbC | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dcc aa | | |
| dccaaaa | | |
| ddcd aA | | |
| cc | | |
| Bbbc | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dcc aa | | |
| dccaaaa | | |
| ddcd aa | | |
| cc A | | |
| Bbbbc | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dcc aa | | |
| dccaaaa | | |
| ddcd aa | | |
| B cc a | | |
| bbbbc A | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| dd | | |
| d | | |
| dcc aa | | |
| dccaaaa | | |
| Bddcd aa | | |
| b cc a | | |
| bbbbc a | | |
| bb c A | | |
| bb ccC | | |
| | | |
-------------- | |
-------------- | |
| D | | |
| ddd | | |
| dd | | |
| d | | |
| dcc aa | | |
| Bdccaaaa | | |
| bddcd aa | | |
| b cc a | | |
| bbbbc a | | |
| bb c Ca | | |
| bb cccA | | |
| | | |
-------------- | |
-------------- | |
| d | | |
| Ddd | | |
| dd | | |
| d | | |
| Bdcc aa | | |
| bdccaaaa | | |
| bddcd aa | | |
| b cc a | | |
| bbbbc a | | |
| bb c cC | | |
| bb ccca | | |
| A | | |
-------------- | |
-------------- | |
| d | | |
| ddd | | |
| D dd | | |
| Bd | | |
| bdcc aa | | |
| bdccaaaa | | |
| bddcd aa | | |
| b cc a | | |
| bbbbc C | | |
| bb c cc | | |
| bb ccca | | |
| Aa | | |
-------------- | |
-------------- | |
| d | | |
| ddd | | |
| d Bd | | |
| D bd | | |
| bdcc aa | | |
| bdccaaaa | | |
| bddcd aa | | |
| b cc C | | |
| bbbbc c | | |
| bb c cc | | |
| bb ccca | | |
| Aaa | | |
-------------- | |
-------------- | |
| d | | |
| ddd | | |
| d bB | | |
| d bd | | |
| D bdcc aa | | |
| bdccaaaa | | |
| bddcd aC | | |
| b cc c | | |
| bbbbc c | | |
| bb c cc | | |
| bb ccca | | |
| Aaaa | | |
-------------- | |
-------------- | |
| d | | |
| ddd | | |
| d bbB | | |
| d bd | | |
| d bdcc aa | | |
| D bdccaaaC | | |
| bddcd ac | | |
| b cc c | | |
| bbbbc c | | |
| bb c cc | | |
| bb Acca | | |
| aaaa | | |
-------------- | |
-------------- | |
| d | | |
| ddd | | |
| d bbbB | | |
| d bd | | |
| d bdcc aa | | |
| d bdccaaCc | | |
| D bddcd ac | | |
| b cc c | | |
| bbbbc c | | |
| bb A cc | | |
| bb acca | | |
| aaaa | | |
-------------- | |
-------------- | |
| d | | |
| ddd B | | |
| d bbbb | | |
| d bd | | |
| d bdcc aa | | |
| d bdccaCcc | | |
| dDbddcd ac | | |
| b cc c | | |
| bbbbA c | | |
| bb a cc | | |
| bb acca | | |
| aaaa | | |
-------------- | |
Generation: algorithm.iteration=1093 | |
results['episode_reward_mean']=21319.03 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| CB | | |
| D | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DCB | | |
| d | | |
| aA | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D B | | |
| dcC | | |
| d | | |
| aaA | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dBb | | |
| dcc | | |
| d C A | | |
| aaa | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| Bbb | | |
| dcc | | |
| d c aA | | |
| Caa | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| Bbbb | | |
| dcc A | | |
| d c aa | | |
| caa | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| dd | | |
| Bbbbb | | |
| dcc aA| | |
| d c aa | | |
| caa | | |
| c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| dd | | |
| Bbbbbb | | |
| dcc aa| | |
| d c aaA| | |
| caa | | |
| c | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| B dd | | |
| bbbbbb | | |
| dcc aa| | |
| d c aaa| | |
| caa A| | |
| c | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| Bb dd | | |
| bbbbbb | | |
| dcc aa| | |
| d c aaa| | |
| caaAa| | |
| c | | |
| cC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| bB dd | | |
| bbbbbb | | |
| dcc aa| | |
| d c aaa| | |
| caaaa| | |
| cC A | | |
| cc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| Bb dd | | |
| bbbbbb | | |
| dcc aa| | |
| d c aaa| | |
| caaaa| | |
| Cc a | | |
| cc A | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
|Bbb dd | | |
| bbbbbb | | |
| dcc aa| | |
| d c aaa| | |
| caaaa| | |
| cc a | | |
| Cc a | | |
| cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
|bbb dd | | |
|B bbbbbb | | |
| dcc aa| | |
| d c aaa| | |
| caaaa| | |
| cc a | | |
| cc a | | |
| CcAa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
|bbb dd | | |
|b bbbbbb | | |
|B dcc aa| | |
| d c aaa| | |
| caaaa| | |
| cc a | | |
| cc a | | |
| CcAa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
|bbb dd | | |
|b bbbbbb | | |
|b dcc aa| | |
|B d c aaa| | |
| caaaa| | |
| cc a | | |
| cc a | | |
| CcAa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
|bbD dd | | |
|b bbbbbb | | |
|b dcc aa| | |
|b d c aaa| | |
|B caaaa| | |
| cc a | | |
| cc a | | |
| CcAa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
|bbd dd | | |
|b Dbbbbb | | |
|b dcc aa| | |
|b d c aaa| | |
|bB caaaa| | |
| cc a | | |
| cc a | | |
| CcAa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
|bbd dd | | |
|b dbbbbb | | |
|b D dcc aa| | |
|b d c aaa| | |
|bbB caaaa| | |
| cc a | | |
| cc a | | |
| CcAa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
|bbd dd | | |
|b dbbbbb | | |
|bDd dcc aa| | |
|b d c aaa| | |
|bbb caaaa| | |
| B cc a | | |
| cc a | | |
| CcAa | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1094 | |
results['episode_reward_mean']=21211.84 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| DB | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| DB | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| DB | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| DB | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| DB | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| DB | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| DdB | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DcC | | |
| ddB | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dcC | | |
| ddB | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dcc | | |
| dAC | | |
| aB | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| d | | |
| dcc | | |
| daA | | |
| BC | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| ddD | | |
| d | | |
| dcc | | |
| daa | | |
| bA | | |
| BC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| d | | |
| dcc | | |
| daa | | |
| baA | | |
| bc | | |
| BC | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| dcc | | |
| daa | | |
| bAa | | |
| bc | | |
| bB | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| ddd | | |
| d | | |
| dcc | | |
| daa | | |
| Aaa | | |
| bc | | |
| Bb | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| ddd | | |
| d | | |
| dcc | | |
| daa | | |
| aAa | | |
| bc | | |
| BbbC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| ddd | | |
| d | | |
| dcc | | |
| daa | | |
| Aaa | | |
| bcC | | |
| bBbc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| ddddd | | |
| ddd | | |
| d | | |
| dcc | | |
| daa | | |
| aaa | | |
| AccC | | |
| Bbbc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddddd | | |
| ddd | | |
| d | | |
| dcc | | |
| daa | | |
| aaaC | | |
| Aaccc | | |
| bbbc | | |
| B cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Dddddd | | |
| ddd | | |
| d | | |
| dcc | | |
| daa C | | |
| aaac | | |
| aAccc | | |
| bbbc | | |
| bBcc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1095 | |
results['episode_reward_mean']=21274.18 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DC | | |
| B A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DdcA | | |
| b Ca | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DddcaA | | |
| b ca | | |
| b C | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dddcaaA | | |
| b ca | | |
| b c | | |
| b C | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d A | | |
| dddcaaa | | |
| b ca | | |
| b c | | |
| b c | | |
| Bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d Aa | | |
| dddcaaa | | |
| b ca | | |
| b c | | |
| Bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d aa | | |
| dddcaAa | | |
| b ca | | |
| Bb c | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| d aa | | |
| dddcAaa | | |
| b ca | | |
| Bbb c | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| d aa | | |
| dddAaaa | | |
| B b ca | | |
| bbb c | | |
| bb ccc | | |
| bb ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| d | | |
| d aa | | |
| Bdddaaaa | | |
| b b Aa | | |
| bbb c | | |
| bb ccc | | |
| bb ccc | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| d | | |
| d | | |
| Bd aa | | |
| bdddaaaa | | |
| b bAaa | | |
| bbb c | | |
| bb ccc | | |
| bb ccc | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| D d | | |
| Bd | | |
| bd aa | | |
| bdddaaaa | | |
| b baaa | | |
| bbbAc | | |
| bb ccc | | |
| bb cccC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| dBd | | |
| Dbd | | |
| bd aa | | |
| bdddaaaa | | |
| b baaa | | |
| bbAac | | |
| bb cccC | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dBd | | |
| dbd | | |
| dbd | | |
| Dbd aa | | |
| bdddaaaa | | |
| b baaa | | |
| bAaac C | | |
| bb cccc | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbB | | |
| dbd | | |
| dbd | | |
| Ddbd aa | | |
| bdddaaaa | | |
| b baaa C | | |
| Aaaac c | | |
| bb cccc | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbbB | | |
| dbd | | |
| dbd | | |
| ddbd aa | | |
| D bdddaaaC | | |
| b baaa c | | |
| aaaac c | | |
| Abb cccc | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbbbB | | |
| dbd | | |
| dbd | | |
| ddbd aC | | |
| dDbdddaaac | | |
| b baaa c | | |
| aaaac c | | |
| Aabb cccc | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbbbbB | | |
| dbd | | |
| dbd C | | |
| ddbd ac | | |
| ddDdddaaac | | |
| b baaa c | | |
| aaaac c | | |
| aabb cccc | | |
| A bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbbbbbB | | |
| dbd C | | |
| dbd c | | |
| ddbd ac | | |
| ddddddaaac | | |
| D baaa c | | |
| aaaac c | | |
| aabb cccc | | |
| aAbb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd B | | |
| dbbbbbb C | | |
| dbd c | | |
| dbd c | | |
| ddbd ac | | |
| ddddddaaac | | |
| dDbaaa c | | |
| aaaac c | | |
| aabb cccc | | |
| aaAb cccc | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=1096 | |
results['episode_reward_mean']=21184.43 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| C | | |
| | | |
| BA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C d | | |
| c D | | |
| | | |
| baA | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cCD | | |
| c d | | |
| | | |
| baaA | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ccC | | |
| c D | | |
| | | |
| baaaA | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| ccc | | |
| cDd | | |
| A | | |
| baaaa | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| C | | |
| c | | |
| cDc | | |
| cdd A | | |
| a | | |
| Bbaaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| c | | |
| DC | | |
| cdc A | | |
| cdd a | | |
| a | | |
| Bbbaaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dc | | |
| dc | | |
| cdC a | | |
| cdd A | | |
| B a | | |
| bbbaaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Ddc | | |
| dc | | |
| cdc a | | |
| B cdCAa | | |
| b a | | |
| bbbaaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dddc | | |
| dc | | |
| B cdc a | | |
| b cdAaa | | |
| b C a | | |
| bbbaaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dddc | | |
| B dc | | |
| b cdc a | | |
| b cdaaa | | |
| b A a | | |
| bbbaCaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| Bdddc | | |
| b dc | | |
| b cdc a | | |
| b cdaaa | | |
| b Aa a | | |
| bbbacaa | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| Bd | | |
| bdddc | | |
| b dc | | |
| b cdc a | | |
| b cdaaa | | |
| b aa a | | |
| bbbAcaa | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| bB | | |
| bdddc | | |
| b dc | | |
| b cdc a | | |
| b cdaaa | | |
| b aa a | | |
| bbAacaa | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| bbB | | |
| bdddc | | |
| b dc | | |
| b cdc a | | |
| b cdaaa | | |
| b aa a | | |
| bAaacaa | | |
| bb c | | |
| bb ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
|Dddd | | |
| bbbB | | |
| bdddc | | |
| b dc | | |
| b cdc a | | |
| b cdaaa | | |
| b aa a | | |
| Aaaacaa | | |
| bb c C | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd B | | |
|D bbbb | | |
| bdddc | | |
| b dc | | |
| b cdc a | | |
| b cdaaa | | |
| b aa a | | |
| Aaaaacaa | | |
| bb c cC | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd bB | | |
|d bbbb | | |
|D bdddc | | |
| b dc | | |
| b cdc a | | |
| b cdaaa | | |
| b aa a | | |
| AaaaaacaaC | | |
| bb c cc | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
|dddd bb | | |
|d bbbb | | |
|d bdddc | | |
|D b dc | | |
| b cdc a | | |
| b cdaaa | | |
| b aa aC | | |
| aaaaaacaac | | |
| A bb c cc | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| bB | | |
|dddd bb | | |
|d bbbb | | |
|d bdddc | | |
|d b dc | | |
|D b cdc a | | |
| b cdaaaC | | |
| b aa ac | | |
| aaaaaacaac | | |
| aA bb c cc | | |
| bb ccc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1097 | |
results['episode_reward_mean']=21397.77 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| A D | | |
| | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| a C | | |
| A | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| a c | | |
| a C | | |
| Abb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| a c | | |
| a c | | |
| aAC | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| d | | |
| a c | | |
| a c | | |
| Aac | | |
| bbC | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| dd | | |
| d | | |
| a c | | |
| a c | | |
| Aaac | | |
| bbc | | |
| Bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| a c | | |
| Aa c | | |
| aaac | | |
| BbbC | | |
| bb c | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Ddd | | |
| dd | | |
| d | | |
| a c | | |
| Aa c | | |
| aaac | | |
| Bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dddd | | |
| dd | | |
| d | | |
| Aa c | | |
| aa c | | |
| Baac | | |
| bbbc | | |
| bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dddd | | |
| dd | | |
| A d | | |
| aa c | | |
| aa c | | |
| Bbaac | | |
| bbbc | | |
| bb c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| dddd | | |
| dd | | |
| Aa d | | |
| aa c | | |
| Baa c | | |
| bbaac | | |
| bbbc | | |
| bb c | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| dddd | | |
| dd | | |
| Aa d | | |
| aa c | | |
| Baa c | | |
| bbaac | | |
| bbbc | | |
| bb c | | |
| cccC | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| dddd | | |
| dd | | |
| Aa d | | |
| aa c | | |
| Baa c | | |
| bbaac | | |
| bbbc | | |
| bb c C | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| dddd | | |
| dd | | |
| Aa d | | |
| aa c | | |
| Baa c | | |
| bbaac | | |
| bbbc C | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| D dddd | | |
| dd | | |
| Aa d | | |
| aa c | | |
| Baa c | | |
| bbaac C | | |
| bbbc c | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d dddd | | |
| D dd | | |
| Aa d | | |
| aa c | | |
| Baa c C | | |
| bbaac c | | |
| bbbc c | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d dddd | | |
| d dd | | |
| DAa d | | |
| aa c C | | |
| Baa c c | | |
| bbaac c | | |
| bbbc c | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d dddd | | |
| d dd | | |
| DAaa d C | | |
| Baa c c | | |
| baa c c | | |
| bbaac c | | |
| bbbc c | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d dddd | | |
| d dd C | | |
| daBa d c | | |
| DAbaa c c | | |
| baa c c | | |
| bbaac c | | |
| bbbc c | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d dddd C | | |
| d dd c | | |
| dabB d c | | |
| dabaa c c | | |
| DAbaa c c | | |
| bbaac c | | |
| bbbc c | | |
| bb c c | | |
| cccc | | |
-------------- | |
Generation: algorithm.iteration=1098 | |
results['episode_reward_mean']=21374.74 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| D | | |
| B A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| DdC | | |
| b aA | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D c | | |
| ddc | | |
| b CaA | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d c | | |
| ddc | | |
| b cAa | | |
| b C | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d c | | |
| ddcA | | |
| b caa | | |
| b c | | |
| b C | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| d | | |
| d c | | |
| ddAa | | |
| b caa | | |
| b c | | |
| Bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| d c | | |
| ddaa | | |
| b Aaa | | |
| Bb c | | |
| bb c | | |
| bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Ddd | | |
| d | | |
| d c | | |
| ddaa | | |
| bAaaa | | |
| Bbb c | | |
| bb c | | |
| bb c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| d | | |
| d c | | |
| ddaa | | |
| B Aaaaa | | |
| bbb c | | |
| bb c | | |
| bb c | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| d c | | |
| B ddaa | | |
| b aaaaa | | |
| bbA c | | |
| bb c | | |
| bb c | | |
| cccC | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| ddd | | |
| d | | |
| B d c | | |
| b ddaa | | |
| b aaaaa | | |
| bAa c | | |
| bb c | | |
| bb c C | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| ddd | | |
| B d | | |
| b d c | | |
| b ddaa | | |
| b aaaaa | | |
| baa c | | |
| Ab c C | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| Bddd | | |
| b d | | |
| b d c | | |
| b ddaa | | |
| b aaaaa | | |
| baa c C | | |
| Aab c c | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| Dbddd | | |
| b d | | |
| b d c | | |
| b ddaa | | |
| b aaaaaC | | |
| baa c c | | |
| Aaab c c | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbddd | | |
| Db d | | |
| b d c | | |
| b ddaa C | | |
| b aaaaac | | |
| baa c c | | |
| Aaaab c c | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbddd | | |
| dD d | | |
| b d c C | | |
| b ddaa c | | |
| b aaaaac | | |
| baa c c | | |
| aAaab c c | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbddd | | |
| ddDd C | | |
| b d c c | | |
| b ddaa c | | |
| b aaaaac | | |
| baa c c | | |
| Aaaab c c | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbbB | | |
| dbddd C | | |
| dddd c | | |
| bDd c c | | |
| b ddaa c | | |
| b aaaaac | | |
| baa c c | | |
| aAaab c c | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbbbB C | | |
| dbddd c | | |
| dddd c | | |
| bdD c c | | |
| b ddaa c | | |
| b aaaaac | | |
| Abaa c c | | |
| aaaab c c | | |
| bb c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbbbbCc | | |
| dbddd c | | |
| dddd c | | |
| bddDc c | | |
| b ddaa c | | |
| b aaaaac | | |
| aAaa c c | | |
| aaaab c c | | |
| bb c c | | |
| cccc | | |
-------------- | |
Generation: algorithm.iteration=1099 | |
results['episode_reward_mean']=21499.68 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| AC | | |
| B D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Cc D | | |
| A d | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C D | | |
| cc d | | |
| a d | | |
| A | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| C d | | |
| cc d | | |
| a d | | |
| Aa | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| Cc d | | |
| cc d | | |
| a d | | |
| aa | | |
| AB | | |
| b | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| cc Dd | | |
| Ccc d | | |
| a d | | |
| aB | | |
| aA | | |
| b | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| Cc dd | | |
| cccDd | | |
| a d | | |
| ab | | |
| aBA | | |
| b | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| cC dd | | |
| ccDdd | | |
| a d | | |
| aB | | |
| abaA | | |
| b | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| ccCdd | | |
| cDddd | | |
| B d | | |
| ab A | | |
| abaa | | |
| b | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| cccCd | | |
| DBddd | | |
| b d | | |
| ab aA | | |
| abaa | | |
| b | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dd | | |
| DBccd | | |
| dbdCd | | |
| b A | | |
| ab aa | | |
| abaa | | |
| b | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D dd | | |
| dbccd | | |
| dBdcA | | |
| b Ca | | |
| ab aa | | |
| abaa | | |
| b | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d dd | | |
| dbccd | | |
| dbdcaA | | |
| B ca | | |
| ab Ca | | |
| abaa | | |
| b | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d dd | | |
| dbccd | | |
| dBdcaaA | | |
| b ca | | |
| ab ca | | |
| abaC | | |
| b | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| d dd | | |
| dBccd A | | |
| dbdcaaa | | |
| b ca | | |
| ab ca | | |
| abac | | |
| b C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d dd | | |
| BbccdAa | | |
| dbdcaaa | | |
| b ca | | |
| ab ca | | |
| abac | | |
| b c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| B dd | | |
| bbccdaa | | |
| dbdcaAa | | |
| b ca | | |
| ab ca | | |
| abac | | |
| b c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| d | | |
| bB dd | | |
| bbccdaa | | |
| dbdcAaa | | |
| b ca | | |
| ab ca | | |
| abac | | |
| b cC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| D d | | |
| Bb dd | | |
| bbccdaa | | |
| dbdAaaa | | |
| b ca | | |
| ab ca | | |
| abacC | | |
| b cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d B | | |
| D bb dd | | |
| bbccdaa | | |
| dbdaaaa | | |
| b Aa | | |
| ab cC | | |
| abacc | | |
| b cc | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=1100 | |
results['episode_reward_mean']=21441.58 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| AB | | |
| | | |
| CD | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| aA | | |
| CD | | |
| cd | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Bb | | |
| aDA | | |
| cC | | |
| cd | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| bD | | |
| Bda | | |
| ccA | | |
| cC | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| bd | | |
| Bbda | | |
| ccaA | | |
| cc | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| bd | | |
| bbda | | |
| BccaaA | | |
| cc | | |
| c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dD | | |
| d | | |
| bd | | |
| bbda A | | |
| bccaaa | | |
| Bcc | | |
| c | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| bd | | |
| bbdaAa | | |
| bccaaa | | |
| bcc | | |
| B c | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| d | | |
| bd | | |
| bbdaaa | | |
| bccaAa | | |
| bcc | | |
| b c | | |
| B cC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| d | | |
| bd | | |
| bbdaaa | | |
| bccAaa | | |
| bcc | | |
| b cC | | |
| b cc | | |
| B cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| d | | |
| bd | | |
| bbdaaa | | |
| bcAaaa | | |
| bcc | | |
| b ccC | | |
| b cc | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddddd | | |
| d | | |
| bd | | |
| bbdaaa | | |
| bcaaaa | | |
| bcA | | |
| b ccc | | |
| Bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddddd | | |
| D d | | |
| bd | | |
| bbdaaa | | |
| bcaaaa | | |
| bAa | | |
| Bb ccc | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddddd | | |
| d d | | |
| D bd | | |
| bbdaaa | | |
| bcaaaa | | |
| baa | | |
| BbbAcccC | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddddd | | |
| d d | | |
| Dd bd | | |
| bbdaaa | | |
| bcaaaa | | |
| B baa C | | |
| bbAacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddddd | | |
| d d | | |
| dd bd | | |
| D bbdaaa | | |
| B bcaaaa | | |
| b baa cC| | |
| bAaacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddddd | | |
| d d | | |
| dd bd | | |
| DdB bbdaaa | | |
| b bcaaaaC| | |
| b baa cc| | |
| Aaaacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddddd | | |
| d d | | |
| dd bd | | |
| ddbBbbdaaaC| | |
| D b bcaaaac| | |
| b baa cc| | |
| aaaacccc | | |
| Abb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddddd | | |
| d d | | |
| ddB bd | | |
| ddbbbbdaaCc| | |
| dDb bcaaaac| | |
| b baa cc| | |
| aaaacccc | | |
| Aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddddd | | |
| d d | | |
| ddbBbd | | |
| ddbbbbdaCcc| | |
| ddD bcaaaac| | |
| b baa cc| | |
| aaaacccc | | |
| aabb cccc | | |
| A bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1101 | |
results['episode_reward_mean']=21546.29 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| AD | | |
| | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| Dd | | |
| A | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DcC | | |
| dd | | |
| A | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dcc | | |
| ddC | | |
| a | | |
| Abb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dcc | | |
| ddc | | |
| a C | | |
| Aabb | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| d | | |
| dcc | | |
| ddc | | |
| a c | | |
| AaabC | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| ddD | | |
| d | | |
| dcc | | |
| ddc | | |
| a c | | |
| aaabc | | |
| A bbC | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dddD | | |
| d | | |
| dcc | | |
| ddc | | |
| a c | | |
| aaabc | | |
| AaBbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| ddDd | | |
| d | | |
| dcc | | |
| ddc | | |
| a c | | |
| aBabc | | |
| aabbbC | | |
| A bb c | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dddd | | |
| d | | |
| dcc | | |
| ddc | | |
| a c | | |
| Bbabc | | |
| Aabbbc | | |
| a bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dD | | |
| dddd | | |
| d | | |
| dcc | | |
| ddc | | |
| B a c | | |
| Abbabc | | |
| aabbbc | | |
| a bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddD | | |
| dddd | | |
| d | | |
| dcc | | |
| B ddc | | |
| b a c | | |
| Aabbabc | | |
| aabbbcC | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dDd | | |
| dddd | | |
| d | | |
| B dcc | | |
| b ddc | | |
| A b a c | | |
| aabbabcC | | |
| aabbbcc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddD | | |
| dddd | | |
| B d | | |
| b dcc | | |
| b ddc | | |
|Aa b a c | | |
| aabbabccC | | |
| aabbbcc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| ddd | | |
| B dddd | | |
| b d | | |
| b dcc | | |
|A b ddc | | |
|aa b a c | | |
| aabbabccc | | |
| aabbbccC | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| B ddd | | |
| b dddd | | |
| b d | | |
| b dcc | | |
|a b ddc | | |
|Aa b a c | | |
| aabbabccc | | |
| aabbbcccC | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| bB dDd | | |
| b dddd | | |
| b d | | |
| b dcc | | |
|a b ddc | | |
|aA b a c | | |
| aabbabcccC | | |
| aabbbcccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| bbB ddD | | |
| b dddd | | |
| b d | | |
| b dcc | | |
|a b ddc | | |
|Aa b a c C | | |
| aabbabcccc | | |
| aabbbcccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dD | | |
| bbbBddd | | |
| b dddd | | |
| b d | | |
| b dcc | | |
|a b ddc | | |
|aA b a c cC| | |
| aabbabcccc | | |
| aabbbcccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| B Dd | | |
| bbbbddd | | |
| b dddd | | |
| b d | | |
| b dcc | | |
|a b ddc C| | |
|Aa b a c cc| | |
| aabbabcccc | | |
| aabbbcccc | | |
| a bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1102 | |
results['episode_reward_mean']=21287.58 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| A | | |
| C | | |
| | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| Aa | | |
| Cc | | |
| | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| d | | |
| CaA | | |
| cc | | |
| | | |
| Bbb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| C | | |
| caaA | | |
| cc | | |
| | | |
| bbb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Ddd | | |
| cC | | |
| caaaA | | |
| cc | | |
| | | |
| bbb | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| cc | | |
| cCaaa | | |
| cc A | | |
| | | |
| bbb | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| ddd | | |
| cc | | |
| ccCaa | | |
| cc Aa | | |
| | | |
| bbb | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| ddd | | |
| cc | | |
| cccaa | | |
| ccCaa | | |
| A | | |
| Bbbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| ddd | | |
| cc | | |
| cccaa | | |
| cccAa | | |
| Ca | | |
| Bbbbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| dd | | |
| ddd | | |
| cc | | |
| cccaa | | |
| ccAaa | | |
| B ca | | |
| bbbbC | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
|Dddd | | |
| dd | | |
| ddd | | |
| cc | | |
| cccaa | | |
| B ccaaa | | |
| b Aa | | |
| bbbbc | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|D dd | | |
| ddd | | |
| cc | | |
| B cccaa | | |
| b ccaaa | | |
| b Aaa | | |
| bbbbc | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d dd | | |
|D ddd | | |
| cc | | |
| bBcccaa | | |
| b ccaaa | | |
| b aaa | | |
| bbbAc | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d dd | | |
|d ddd | | |
|D Bcc | | |
| bbcccaa | | |
| b ccaaa | | |
| b aaa | | |
| bbAac | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d dd | | |
|d Bdd | | |
|d bcc | | |
|D bbcccaa | | |
| b ccaaa | | |
| b aaa | | |
| bAaacC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d dB | | |
|d bdd | | |
|d bcc | | |
|d bbcccaa | | |
|D b ccaaa | | |
| b aaa | | |
| AaaaccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d dbB | | |
|d bdd | | |
|d bcc | | |
|d bbcccaa | | |
|d b ccaaa | | |
|D b aaaC | | |
| aaaaccc | | |
| Abb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd B | | |
|d dbb | | |
|d bdd | | |
|d bcc | | |
|d bbcccaa | | |
|d b ccaaC | | |
|d b aaac | | |
|D aaaaccc | | |
| Aabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd bB | | |
|d dbb | | |
|d bdd | | |
|d bcc | | |
|d bbcccaC | | |
|d b ccaac | | |
|d b aaac | | |
|dD aaaaccc | | |
| aabb cc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd bbB | | |
|d dbb | | |
|d bdd | | |
|d bcc | | |
|d bbcccCc | | |
|d b ccaac | | |
|d b aaac | | |
|dd aaaaccc | | |
| Daabb cc | | |
| aAbb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1103 | |
results['episode_reward_mean']=21303.79 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C A | | |
| B | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cC a | | |
| bD A | | |
| Bd | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ccCa | | |
| Dd aA | | |
| bd | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dcca | | |
| ddCaaA | | |
| bd | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dcca | | |
| ddcaAa | | |
| bdC | | |
| b | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dcca | | |
| ddcaaA | | |
| bdc | | |
| b C | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| d | | |
| dcca A | | |
| ddcaaa | | |
| bdc | | |
| b c | | |
| Bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| ddD | | |
| d | | |
| dccaAa | | |
| ddcaaa | | |
| bdc | | |
| Bb c | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| d | | |
| dccaaa | | |
| ddcaAa | | |
| bdc | | |
| Bbb c | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| ddd | | |
| d | | |
| dccaaa | | |
| ddcAaa | | |
| B bdc | | |
| bbb c | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| ddd | | |
| d | | |
| dccaaa | | |
| B ddAaaa | | |
| b bdc | | |
| bbb c | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| D | | |
| dd | | |
| d | | |
| ddd | | |
| d | | |
| B dccaaa | | |
| b ddaaaa | | |
| b bdA | | |
| bbb c | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| d | | |
| Dd | | |
| d | | |
| ddd | | |
| B d | | |
| b dccaaa | | |
| b ddaaaa | | |
| b bAa | | |
| bbb c C | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| d | | |
| dd | | |
| Dd | | |
| B ddd | | |
| b d | | |
| b dccaaa | | |
| b ddaaaa | | |
| b baa C | | |
| bbbAc c | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| d | | |
| dd | | |
| B Ddd | | |
| b ddd | | |
| b d | | |
| b dccaaa | | |
| b ddaaaC | | |
| b baa c | | |
| bbAac c | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| d | | |
| dd | | |
| B Ddd | | |
| b ddd | | |
| b d | | |
| b dccaaC | | |
| b ddaaac | | |
| b baa c | | |
| bAaac c | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| d | | |
| dd | | |
| B Ddd | | |
| b ddd | | |
| b d C | | |
| b dccaac | | |
| b ddaaac | | |
| b baa c | | |
| Aaaac c | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| d | | |
| dd | | |
| bBdDd | | |
| b ddd C | | |
| b d c | | |
| b dccaac | | |
| b ddaaac | | |
| b baa c | | |
| aaaac c | | |
| Abb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| d | | |
| dd | | |
| bBdDd | | |
| b ddd Cc | | |
| b d c | | |
| b dccaac | | |
| b ddaaac | | |
| b baa c | | |
| aaaac c | | |
| Aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| d | | |
| dd | | |
| bbBdD | | |
| b ddd cc | | |
| b d Cc | | |
| b dccaac | | |
| b ddaaac | | |
| b baa c | | |
| aaaac c | | |
| aabb cccc | | |
| A bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1104 | |
results['episode_reward_mean']=21250.81 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D A | | |
| C | | |
| B | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d aA | | |
| c | | |
| C | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dD A | | |
| d aa | | |
| c | | |
| c | | |
| BC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd aA | | |
| d aa | | |
| c | | |
| c | | |
| bc | | |
| BC | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Ddd aa | | |
| d aaA | | |
| c | | |
| c | | |
| bc | | |
| Bbc | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| ddd aa | | |
| d aaa | | |
| c A | | |
| c | | |
| bc | | |
| bbc | | |
| B cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| ddd aa | | |
| d aaa | | |
| c aA | | |
| c | | |
| bc | | |
| bbcC | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| ddd aa | | |
| d aaaA | | |
| c aa | | |
| c | | |
| bcC | | |
| Bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| ddd aa | | |
| d aaaa | | |
| c aA | | |
| c | | |
| B bccC | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| ddd aa | | |
| d aaaa | | |
| c aa | | |
| c A | | |
| Bb bccc | | |
| bbbccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| ddd aa | | |
| d aaaa | | |
| c aa | | |
| B c a | | |
| bb bcccA | | |
| bbbcccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| ddd aa | | |
| d aaaa | | |
| B c aa | | |
| b c a | | |
| bb bcccC | | |
| bbbcccA | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| D ddd aa | | |
| B d aaaa | | |
| b c aa | | |
| b c C | | |
| bb bcccc | | |
| bbbccca | | |
| bb cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| dBddd aa | | |
| Db d aaaa | | |
| b c aa | | |
| b c c | | |
| bb bcccC | | |
| bbbccca | | |
| bb cc a | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| dbddd aa | | |
| dD d aaaa | | |
| b c aa | | |
| b c C | | |
| bb bcccc | | |
| bbbccca | | |
| bb cc a | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbddd aa | | |
| ddDd aaaa | | |
| b c aC | | |
| b c c | | |
| bb bcccc | | |
| bbbccca | | |
| bb ccAa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbddd aa | | |
| dddD aaaa | | |
| b c Cc | | |
| b c c | | |
| bb bcccc | | |
| bbbccca | | |
| bb cAaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbddd aa | | |
| ddddDaaaa | | |
| b c cc | | |
| b c Cc | | |
| bb bcccc | | |
| bbbccca | | |
| bb Aaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbddd aa | | |
| dddddDaaa | | |
| b c cc | | |
| b c cc | | |
| bb bccCc | | |
| bbbAcca | | |
| bb aaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd | | |
| dbddd aa | | |
| ddddddaaa | | |
| b D cc | | |
| b c cc | | |
| bb bAccc | | |
| bbbacCa | | |
| bb aaaa | | |
| aa | | |
-------------- | |
Generation: algorithm.iteration=1105 | |
results['episode_reward_mean']=21487.35 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C D | | |
| BA | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| cDd | | |
| baA | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| Ddd | | |
| baaA | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ccC | | |
| Dddd | | |
| baaa | | |
| b A | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dccc | | |
| dddC | | |
| baaa | | |
| b aA | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dccc | | |
| dddc | | |
| bCaa | | |
| b aa | | |
| bb A | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dccc | | |
| dddc | | |
| bcaa | | |
| bC aa | | |
| Bbb Aa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| dccc | | |
| dddc | | |
| bcaa | | |
| B bc Aa | | |
| bbbC aa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| dccc | | |
| dddc | | |
| bcaA | | |
| Bb bc aa | | |
| bbbc aa | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| D | | |
| d | | |
| d | | |
| d | | |
| d | | |
| dccc | | |
| dddc A | | |
| B bcaa | | |
| bb bc aa | | |
| bbbc aa | | |
| bb c | | |
| C | | |
-------------- | |
-------------- | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| d | | |
| dccc | | |
| BdddcAa | | |
| b bcaa | | |
| bb bc aa | | |
| bbbc aa | | |
| bb c | | |
| cC | | |
-------------- | |
-------------- | |
| Ddd | | |
| d | | |
| d | | |
| d | | |
| d | | |
| Bdccc | | |
| bdddAaa | | |
| b bcaa | | |
| bb bc aa | | |
| bbbc aa | | |
| bb c | | |
| ccC | | |
-------------- | |
-------------- | |
| ddd | | |
| D d | | |
| d | | |
| d | | |
| Bd | | |
| bdccc | | |
| bdddaaa | | |
| b bAaa | | |
| bb bc aa | | |
| bbbc aa | | |
| bb c C | | |
| ccc | | |
-------------- | |
-------------- | |
| ddd | | |
| d d | | |
| D d | | |
| Bd | | |
| bd | | |
| bdccc | | |
| bdddaaa | | |
| b Aaaa | | |
| bb bc aa | | |
| bbbc Ca | | |
| bb c c | | |
| ccc | | |
-------------- | |
-------------- | |
| ddd | | |
| d d | | |
| dBd | | |
| Dbd | | |
| bd | | |
| bdccc | | |
| bdddaaa | | |
| b Aaaaa | | |
| bb bc aa | | |
| bbbc cC | | |
| bb c c | | |
| ccc | | |
-------------- | |
-------------- | |
| ddd | | |
| d d | | |
| dbB | | |
| dbd | | |
| Dbd | | |
| bdccc | | |
| bdddaaa | | |
| b aaaaa | | |
| bbAbc aC | | |
| bbbc cc | | |
| bb c c | | |
| ccc | | |
-------------- | |
-------------- | |
| ddd | | |
| d d | | |
| dbbB | | |
| dbd | | |
| dbd | | |
| Dbdccc | | |
| bdddaaa | | |
| b aaaaaC | | |
| bAabc ac | | |
| bbbc cc | | |
| bb c c | | |
| ccc | | |
-------------- | |
-------------- | |
| ddd | | |
| d d | | |
| dbbbB | | |
| dbd | | |
| dbd | | |
| dDdccc | | |
| bdddaaaC | | |
| b aaaaac | | |
| Aaabc ac | | |
| bbbc cc | | |
| bb c c | | |
| ccc | | |
-------------- | |
-------------- | |
| ddd | | |
| d d | | |
| dbbbbB | | |
| dbd | | |
| dbd | | |
| ddDccc C | | |
| bdddaaac | | |
| b aaaaac | | |
| aaabc ac | | |
| Abbbc cc | | |
| bb c c | | |
| ccc | | |
-------------- | |
-------------- | |
| ddd | | |
| d d | | |
| dbbbbbB | | |
| dbd | | |
| dbd C | | |
| dddDcc c | | |
| bdddaaac | | |
| b aaaaac | | |
| aaabc ac | | |
| Aabbbc cc | | |
| bb c c | | |
| ccc | | |
-------------- | |
Generation: algorithm.iteration=1106 | |
results['episode_reward_mean']=21120.57 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| AD | | |
| C | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DA | | |
| c | | |
| bC | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DAa | | |
| c | | |
| bc | | |
| BbC | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| daa | | |
| A c | | |
| bc | | |
| bbc | | |
| B C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| daa | | |
| a c | | |
| Abc | | |
| bbc | | |
| Bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| daa | | |
| a c | | |
| Aabc | | |
| Bbbc | | |
| bb c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| daa | | |
| a c | | |
| Babc | | |
| Abbc | | |
| bb cC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| daa | | |
| a c | | |
| Bbabc | | |
| AabbcC | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| daa | | |
| B a c | | |
| bbabcC | | |
| Aaabbcc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| Bdaa | | |
| b a c | | |
| bbabccC | | |
| aaabbcc | | |
| A bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d | | |
| Bd | | |
| bdaa | | |
| b a c C | | |
| bbabccc | | |
| aaabbcc | | |
| a bb cc | | |
| A cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| Bd | | |
| bd | | |
| bdaa C | | |
| b a c c | | |
| bbabccc | | |
| aaabbcc | | |
| A bb cc | | |
| a cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| Dbd | | |
| bd C | | |
| bdaa c | | |
| b a c c | | |
| bbabccc | | |
| Aaabbcc | | |
| a bb cc | | |
| a cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbd C | | |
| Dbd c | | |
| bdaa c | | |
| b a c c | | |
| Abbabccc | | |
| aaabbcc | | |
| a bb cc | | |
| a cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbd c | | |
| Ddbd C | | |
| bdaa c | | |
| b a c c | | |
| Aabbabccc | | |
| aaabbcc | | |
| a bb cc | | |
| a cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbd c | | |
| dDbd Cc | | |
| bdaa c | | |
| A b a c c | | |
| aabbabccc | | |
| aaabbcc | | |
| a bb cc | | |
| a cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbd Cc | | |
| ddDd cc | | |
| bdaa c | | |
|Aa b a c c | | |
| aabbabccc | | |
| aaabbcc | | |
| a bb cc | | |
| a cc | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd C | | |
| dbd cc | | |
| dddD cc | | |
|A bdaa c | | |
|aa b a c c | | |
| aabbabccc | | |
| aaabbcc | | |
| a bb cc | | |
| a cc | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb | | |
| dbd Cc | | |
| dbd cc | | |
|AddddD cc | | |
|a bdaa c | | |
|aa b a c c | | |
| aabbabccc | | |
| aaabbcc | | |
| a bb cc | | |
| a cc | | |
-------------- | |
-------------- | |
| B | | |
| dd bb | | |
| dbbbb | | |
| dbd Ccc | | |
| dbd cc | | |
|aAddddD cc | | |
|a bdaa c | | |
|aa b a c c | | |
| aabbabccc | | |
| aaabbcc | | |
| a bb cc | | |
| a cc | | |
-------------- | |
Generation: algorithm.iteration=1107 | |
results['episode_reward_mean']=21296.78 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| | | |
| BD | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| c | | |
| D | | |
| Bbd | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| C | | |
| c | | |
| c | | |
| Dd | | |
| bbd | | |
| BaA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| c | | |
| C | | |
| D | | |
| dd | | |
| Bbd | | |
| bAa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| c | | |
| c | | |
| C | | |
| Dd | | |
| bbd | | |
| BaA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| c | | |
| c | | |
| D | | |
| Cd | | |
| bbd | | |
| baaA | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| c | | |
| D | | |
| d | | |
| cd | | |
| bCdA | | |
| baaa | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| cd | | |
| bcAa | | |
| bCaa | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| cA | | |
| bcaa | | |
| bcaa | | |
| bbC | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dD | | |
| d | | |
| d | | |
| d | | |
| Aa | | |
| bcaa | | |
| bcaa | | |
| Bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddD | | |
| d | | |
| d | | |
| d | | |
| aa | | |
| bAaa | | |
| B bcaa | | |
| bbbc | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dDd | | |
| d | | |
| d | | |
| d | | |
| aa | | |
| Aaaa | | |
| Bb bcaa | | |
| bbbcC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddD | | |
| d | | |
| d | | |
| d | | |
| aa | | |
| B Aaaaa | | |
| bb bcaa | | |
| bbbccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| ddd | | |
| d | | |
| d | | |
| d | | |
| B aa | | |
| b aaaaa | | |
| bbAbcaa | | |
| bbbcccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| d | | |
| B d | | |
| b aa | | |
| b aaaaa | | |
| bAabcaaC | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dDd | | |
| d | | |
| B d | | |
| b d | | |
| b aa | | |
| b aaaaaC | | |
| Aaabcaac | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddD | | |
| B d | | |
| b d | | |
| b d | | |
| b aa C | | |
| b aaaaac | | |
| aaabcaac | | |
| Abbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| B dDd | | |
| b d | | |
| b d | | |
| b d C | | |
| b aa c | | |
| b aaaaac | | |
| aaabcaac | | |
| Aabbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| bB Ddd | | |
| b d | | |
| b d C | | |
| b d c | | |
| b aa c | | |
| b aaaaac | | |
| aaabcaac | | |
| aabbbcccc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| bbB dDd | | |
| b d C | | |
| b d c | | |
| b d c | | |
| b aa c | | |
| b aaaaac | | |
| aaabcaac | | |
| Aabbbcccc | | |
| a bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1108 | |
results['episode_reward_mean']=21226.54 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| | | |
| | | |
| ABC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| | | |
| | | |
| | | |
| BAc | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| | | |
| | | |
| | | |
| baA | | |
| B c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| | | |
| | | |
| | | |
| bAa | | |
| b c | | |
| B cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| | | |
| | | |
| | | |
| baA | | |
| b cC | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| d | | |
| d | | |
| | | |
| | | |
| | | |
| bAaC | | |
| Bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| d | | |
| d | | |
| | | |
| | | |
| C | | |
| BAaac | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dDddd | | |
| d | | |
| d | | |
| | | |
| | | |
| B c | | |
| AaaaC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| d | | |
| d | | |
| | | |
| B | | |
| b c | | |
| AaaaacC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| ddddd | | |
| d | | |
| d | | |
| B | | |
| b | | |
| b cC | | |
| aaaaacc | | |
| Abb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddddd | | |
| d | | |
| B d | | |
| b | | |
| b C | | |
| b cc | | |
| aaaaacc | | |
| Aabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Dddddd | | |
| B d | | |
| b d | | |
| b C | | |
| b c | | |
| b cc | | |
| aaaaacc | | |
| aabb cc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddBddd | | |
| D b d | | |
| b d | | |
| b Cc | | |
| b c | | |
| b cc | | |
| aaaaacc | | |
| Aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddbBdd | | |
| d b d | | |
| D b dC | | |
| b cc | | |
| b c | | |
| b cc | | |
| Aaaaaacc | | |
| aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| ddbbdd | | |
| d b dC | | |
| dDb dc | | |
| b cc | | |
| b c | | |
| b cc | | |
| Aaaaaaacc | | |
| aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| dd b | | |
| ddbbddC | | |
| d b dc | | |
| ddD dc | | |
| b cc | | |
| b c | | |
| A b cc | | |
| aaaaaaacc | | |
| aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| bB | | |
| dd b C | | |
| ddbbddc | | |
| d b dc | | |
| ddd dc | | |
| D cc | | |
| b c | | |
|Aa b cc | | |
| aaaaaaacc | | |
| aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| bbB | | |
| dd b c | | |
| ddbbddC | | |
| d b dc | | |
| ddd dc | | |
| dD cc | | |
|A b c | | |
|aa b cc | | |
| aaaaaaacc | | |
| aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| bbbB | | |
| dd b c | | |
| ddbbddc | | |
| d b dC | | |
| ddd dc | | |
|A ddD cc | | |
|a b c | | |
|aa b cc | | |
| aaaaaaacc | | |
| aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| bbbbB | | |
| dd b c | | |
| ddbbddc | | |
| d b dc | | |
| ddd dC | | |
|a ddd cc | | |
|A b D c | | |
|aa b cc | | |
| aaaaaaacc | | |
| aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1109 | |
results['episode_reward_mean']=21166.49 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| CD | | |
| | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| b | | |
| CD | | |
| | | |
| a | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| bB | | |
| b | | |
| CDd | | |
| | | |
| a | | |
| a | | |
| A | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B | | |
| bb | | |
| C b | | |
| cdD | | |
| | | |
| a | | |
| A | | |
| a | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB | | |
| bb | | |
| c b | | |
| Cdd | | |
| D | | |
| a | | |
| aA | | |
| a | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| bb | | |
| bb | | |
| c b | | |
| cdd | | |
| CDd | | |
| a | | |
| aaA | | |
| a | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Bb | | |
| bb | | |
| bb | | |
| c b | | |
| cdd | | |
| CDdd | | |
| a A | | |
| aaa | | |
| a | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| Bb | | |
| bb | | |
| c b | | |
| cdd | | |
| cddd A | | |
| CD a a | | |
| aaa | | |
| a | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| Bbb | | |
| bb | | |
| c b | | |
| cdd | | |
| cddd aA | | |
| cC a a | | |
| D aaa | | |
| a | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| bbb | | |
| Bb | | |
| c b | | |
| cdd | | |
| cddd aaA | | |
| cc a a | | |
| DC aaa | | |
| a | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| bbb | | |
| Bbb | | |
| c b | | |
| cdd A | | |
| cddd aaa | | |
| cc a a | | |
| dc aaa | | |
| DC a | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| bbb | | |
| Bbbb | | |
| c b A | | |
| cdd a | | |
| cddd aaa | | |
| cc a a | | |
| dc aaa | | |
| dcCa | | |
| D | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| bbb | | |
| Bbbbb A | | |
| c b a | | |
| cdd a | | |
| cddd aaa | | |
| cc a a | | |
| dcCaaa | | |
| Dcca | | |
| d | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| bbb A | | |
| bbbbb a | | |
| Bc b a | | |
| cdd a | | |
| cddd aaa | | |
| ccCa a | | |
| Dccaaa | | |
| dcca | | |
| d | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bb A | | |
| bbb a | | |
| bbbbb a | | |
| Bbc b a | | |
| cdd a | | |
| cdCd aaa | | |
| Dcca a | | |
| dccaaa | | |
| dcca | | |
| d | | |
| | | |
-------------- | |
-------------- | |
| A | | |
| bb a | | |
| bbb a | | |
| bbbbb a | | |
| bbc b a | | |
| B cCd a | | |
| cdcd aaa | | |
| Ddcca a | | |
| dccaaa | | |
| dcca | | |
| d | | |
| | | |
-------------- | |
-------------- | |
| Aa | | |
| bb a | | |
| bbb a | | |
| bbbbb a | | |
| bbc b a | | |
| B ccC a | | |
| cdcd aaa | | |
| Ddcca a | | |
| dccaaa | | |
| dcca | | |
| d | | |
| | | |
-------------- | |
-------------- | |
| aa | | |
| bbAa | | |
| bbb a | | |
| bbbbb a | | |
| bbc b a | | |
| B cccC a | | |
| cdcd aaa | | |
| Ddcca a | | |
| dccaaa | | |
| dcca | | |
| d | | |
| | | |
-------------- | |
-------------- | |
| aa | | |
| bAaa | | |
| bbb a | | |
| bbbbb a | | |
| bbc b a | | |
| Bb cccc a | | |
| DcdcdCaaa | | |
| ddcca a | | |
| dccaaa | | |
| dcca | | |
| d | | |
| | | |
-------------- | |
-------------- | |
| aa | | |
| baaa | | |
| bbA a | | |
| bbbbb a | | |
| bbc b a | | |
| Bb cccc a | | |
| Dcdcdcaaa | | |
| ddccaCa | | |
| dccaaa | | |
| dcca | | |
| d | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1110 | |
results['episode_reward_mean']=20841.19 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| C | | |
| A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| c | | |
| CA | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| c | | |
| caA | | |
| bC | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| d | | |
| c | | |
| cAa | | |
| bc | | |
| bbC | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| c | | |
| caA | | |
| bc | | |
| bbc | | |
| bBC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Ddd | | |
| dd | | |
| d | | |
| c A | | |
| caa | | |
| bc | | |
| bbc | | |
| BbcC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| dd | | |
| d | | |
| c aA | | |
| caa | | |
| bc | | |
| bbcC | | |
| Bbbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| ddd | | |
| dd | | |
| d A | | |
| c aa | | |
| caa | | |
| bcC | | |
| Bbbcc | | |
| bbbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| ddd | | |
| dd | | |
| d a | | |
| c aA | | |
| caa | | |
| B bccC | | |
| bbbcc | | |
| bbbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| ddd | | |
| dd | | |
| d a | | |
| c aa | | |
| caaA | | |
| Bb bccc | | |
| bbbccC | | |
| bbbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| ddd | | |
| dd | | |
| d a | | |
| c aa | | |
| B caaa | | |
| bb bcccA | | |
| bbbcccC | | |
| bbbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D ddd | | |
| dd | | |
| d a | | |
| B c aa | | |
| b caaa | | |
| bb bcccC | | |
| bbbcccA | | |
| bbbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d ddd | | |
| D dd | | |
| B d a | | |
| b c aa | | |
| b caaC | | |
| bb bcccc | | |
| bbbccca | | |
| bbbcc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d ddd | | |
| dB dd | | |
| Db d a | | |
| b c aC | | |
| b caac | | |
| bb bcccc | | |
| bbbccca | | |
| bbbcc a | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBddd | | |
| db dd | | |
| Ddb d C | | |
| b c ac | | |
| b caac | | |
| bb bcccc | | |
| bbbccca | | |
| bbbcc a | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbddd | | |
| db dd C | | |
| ddb d c | | |
| D b c ac | | |
| b caac | | |
| bb bcccc | | |
| bbbccca | | |
| bbbccAa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbddd | | |
| db dd c | | |
| ddb d C | | |
| dDb c ac | | |
| b caac | | |
| bb bcccc | | |
| bbbccca | | |
| bbbcAaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbddd | | |
| db dd c | | |
| ddb d Cc | | |
| ddD c ac | | |
| b caac | | |
| bb bcccc | | |
| bbbccca | | |
| bbbAaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbddd | | |
| db dd c | | |
| ddb dCcc | | |
| dddD c ac | | |
| b caac | | |
| bb bcccc | | |
| bbbAcca | | |
| bbbaaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbddd | | |
| db dd c | | |
| ddb dccc | | |
| dddd cCac | | |
| bD caac | | |
| bb bAccc | | |
| bbbacca | | |
| bbbaaaa | | |
| aa | | |
-------------- | |
Generation: algorithm.iteration=1111 | |
results['episode_reward_mean']=21221.72 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| C A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| C | | |
| c aA | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dC | | |
| c A | | |
| c aa | | |
| b | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| d | | |
| dcC | | |
| c aA | | |
| c aa | | |
| b | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| ddD | | |
| d C | | |
| dcc A | | |
| c aa | | |
| c aa | | |
| b | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddC | | |
| d c | | |
| dcc Aa | | |
| c aa | | |
| c aa | | |
| Bb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| ddcC | | |
| d c | | |
| dcc aa | | |
| c Aa | | |
| c aa | | |
| Bbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddC | | |
| dDcc | | |
| d c | | |
| dcc aa | | |
| c Aaa | | |
| B c aa | | |
| bbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddc | | |
| ddDC | | |
| d c | | |
| dcc aa | | |
| B cAaaa | | |
| b c aa | | |
| bbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dDC | | |
| dddc | | |
| d c | | |
| B dcc aa | | |
| b caaaa | | |
| b cAaa | | |
| bbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| C | | |
| Ddc | | |
| dddc | | |
| d c | | |
| bBdcc aa | | |
| b caaaa | | |
| b Aaaa | | |
| bbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| cC | | |
| Dddc | | |
| dddc | | |
| Bd c | | |
| bbdcc aa | | |
| b caaaa | | |
| b Aaaaa | | |
| bbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| C | | |
| cc | | |
| Ddddc | | |
| dddc | | |
| bB c | | |
| bbdcc aa | | |
| b caaaa | | |
| b aaaaa | | |
| bbA | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| cC | | |
| cc | | |
| Dddddc | | |
| Bddc | | |
| bb c | | |
| bbdcc aa | | |
| b caaaa | | |
| b aaaaa | | |
| bAa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| cc | | |
| ccC | | |
| DddBddc | | |
| bddc | | |
| bb c | | |
| bbdcc aa | | |
| b caaaa | | |
| b aaaaa | | |
| baa | | |
| Ab | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| cc | | |
| ccc | | |
| dDdbBdc C | | |
| bddc | | |
| bb c | | |
| bbdcc aa | | |
| b caaaa | | |
| b aaaaa | | |
| baa | | |
| Aab | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| cc | | |
| D B ccc | | |
| dddbbdc c | | |
| bddc C | | |
| bb c | | |
| bbdcc aa | | |
| b caaaa | | |
| b aaaaa | | |
| baa | | |
| Aaab | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| cc | | |
| Dd bBccc | | |
| dddbbdc c | | |
| bddc c | | |
| bb c C | | |
| bbdcc aa | | |
| b caaaa | | |
| b aaaaa | | |
| Abaa | | |
| aaab | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| B cc | | |
| dd bbccc | | |
| Dddbbdc c | | |
| bddc c | | |
| bb c c | | |
| bbdcc aC | | |
| b caaaa | | |
| b aaaaa | | |
| Aabaa | | |
| aaab | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| bBcc | | |
| dd bbccc | | |
| dddbbdc c | | |
| D bddc c | | |
| bb c c | | |
| bbdcc ac | | |
| b caaaC | | |
| A b aaaaa | | |
| aabaa | | |
| aaab | | |
| bb | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1112 | |
results['episode_reward_mean']=21177.29 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| | | |
| D | | |
| A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| | | |
| Dd | | |
| aA | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| C | | |
| Ddd | | |
| Aa | | |
| b | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| cC | | |
| Dddd | | |
| aA | | |
| b | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| D cc | | |
| dddC | | |
| Aa | | |
| b | | |
| bb | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dcc | | |
| d cc | | |
| dddcA | | |
| Caa | | |
| b | | |
| Bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dcc | | |
| d cc | | |
| dddcaA | | |
| caa | | |
| B bC | | |
| bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dcc | | |
| d cc | | |
| dddcaaA | | |
| caa | | |
| Bb bc | | |
| bbbC | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| dcc | | |
| d cc | | |
| dddcaaa | | |
| B caaA | | |
| bb bc | | |
| bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| d | | |
| dcc | | |
| d cc | | |
| Bdddcaaa | | |
| b caaa | | |
| bb bc A | | |
| bbbc | | |
| bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| dcc | | |
| Bd cc | | |
| bdddcaaa | | |
| b caaa | | |
| bb bc a | | |
| bbbc A | | |
| bb c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| d | | |
| Bdcc | | |
| bd cc | | |
| bdddcaaa | | |
| b caaa | | |
| bb bc a | | |
| bbbc a | | |
| bb c A | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d d | | |
| Bd | | |
| bdcc | | |
| bd cc | | |
| bdddcaaa | | |
| b caaa | | |
| bb bc a | | |
| bbbc a | | |
| bb c A | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| Dddd | | |
| dBd | | |
| bd | | |
| bdcc | | |
| bd cc | | |
| bdddcaaa | | |
| b caaa | | |
| bb bc a | | |
| bbbc a | | |
| bb c A | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
|Ddddd | | |
| dbB | | |
| bd | | |
| bdcc | | |
| bd cc | | |
| bdddcaaa | | |
| b caaa | | |
| bb bc a | | |
| bbbc a | | |
| bb c A | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
|ddddd | | |
|D dbbB | | |
| bd | | |
| bdcc | | |
| bd cc | | |
| bdddcaaa | | |
| b caaa | | |
| bb bc a | | |
| bbbc a | | |
| bb c A | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
|ddddd | | |
|d dbbbB | | |
|D bd | | |
| bdcc | | |
| bd cc | | |
| bdddcaaa | | |
| b caaa | | |
| bb bc a | | |
| bbbc a | | |
| bb c A | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
|ddddd B | | |
|d dbbbb | | |
|d bd | | |
|D bdcc | | |
| bd cc | | |
| bdddcaaa | | |
| b caaa | | |
| bb bc a | | |
| bbbc a | | |
| bb c A | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
|ddddd bB | | |
|d dbbbb | | |
|d bd | | |
|d bdcc | | |
|D bd cc | | |
| bdddcaaa | | |
| b caaa | | |
| bb bc a | | |
| bbbc a | | |
| bb c A | | |
| ccC | | |
-------------- | |
-------------- | |
| B | | |
|ddddd bb | | |
|d dbbbb | | |
|d bd | | |
|d bdcc | | |
|d bd cc | | |
|D bdddcaaa | | |
| b caaa | | |
| bb bc a | | |
| bbbc a | | |
| bb c A | | |
| ccC | | |
-------------- | |
Generation: algorithm.iteration=1113 | |
results['episode_reward_mean']=21069.57 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| | | |
| BD | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| c | | |
| D | | |
| Bbd | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| C | | |
| c | | |
| c | | |
| Dd | | |
| bbd | | |
| BaA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| c | | |
| C | | |
| D | | |
| dd | | |
| Bbd | | |
| bAa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| c | | |
| c | | |
| C | | |
| Dd | | |
| bbd | | |
| BaA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| c | | |
| c | | |
| D | | |
| Cd | | |
| bbd | | |
| baaA | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| c | | |
| D | | |
| d | | |
| cd | | |
| bCdA | | |
| baaa | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| cd | | |
| bcAa | | |
| bCaa | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| cA | | |
| bcaa | | |
| bcaa | | |
| bbC | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dD | | |
| d | | |
| d | | |
| d | | |
| Aa | | |
| bcaa | | |
| bcaa | | |
| Bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddD | | |
| d | | |
| d | | |
| d | | |
| aa | | |
| bAaa | | |
| B bcaa | | |
| bbbc | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dDd | | |
| d | | |
| d | | |
| d | | |
| aa | | |
| Aaaa | | |
| Bb bcaa | | |
| bbbcC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddD | | |
| d | | |
| d | | |
| d | | |
| aa | | |
| B Aaaaa | | |
| bb bcaa | | |
| bbbccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| ddd | | |
| d | | |
| d | | |
| d | | |
| B aa | | |
| bAaaaaa | | |
| bb bcaa | | |
| bbbcccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| d | | |
| B d | | |
| b aa | | |
| baaaaaa | | |
| bA bcaaC | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dDd | | |
| d | | |
| B d | | |
| b d | | |
| b aa | | |
| baaaaaaC | | |
| Aa bcaac | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddD | | |
| B d | | |
| b d | | |
| b d | | |
| b aa C | | |
| baaaaaac | | |
| aa bcaac | | |
| Abbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| B dDd | | |
| b d | | |
| b d | | |
| b d C | | |
| b aa c | | |
| baaaaaac | | |
| aa bcaac | | |
| Aabbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| bB Ddd | | |
| b d | | |
| b d C | | |
| b d c | | |
| b aa c | | |
| baaaaaac | | |
| aa bcaac | | |
| aabbbcccc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| bbB dDd | | |
| b d | | |
| b d cC| | |
| b d c | | |
| b aa c | | |
| baaaaaac | | |
| aa bcaac | | |
| Aabbbcccc | | |
| a bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1114 | |
results['episode_reward_mean']=21070.3 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DC | | |
| | | |
| A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dc | | |
| C | | |
| a | | |
| A | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dc | | |
| c | | |
| a C | | |
| aA | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| dc | | |
| c | | |
| a C | | |
| aA | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Ddd | | |
| d | | |
| dc | | |
| c | | |
| a c | | |
| AaC | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| d | | |
| dc | | |
| c | | |
| a c | | |
| BaAc | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| dc | | |
| c | | |
| a c | | |
| BaAc | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| ddd | | |
| d | | |
| dc | | |
| c | | |
| a c | | |
| Bbaac | | |
| bbAC | | |
| bb c | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| ddd | | |
| d | | |
| dc | | |
| c | | |
| B a c | | |
| bbaac | | |
| bAac | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| ddd | | |
| d | | |
| dc | | |
| B c | | |
| b a c | | |
| bbaac | | |
| Aaac | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D ddd | | |
| d | | |
| B dc | | |
| b c | | |
| b a c | | |
| bbaac | | |
| AaaacC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d ddd | | |
| DB d | | |
| b dc | | |
| b c | | |
| b a c | | |
| bbaacC | | |
| Aaaaacc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBddd | | |
| db d | | |
| Db dc | | |
| b c | | |
| b a cC | | |
| Abbaacc | | |
| aaaaacc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbddd | | |
| db d | | |
| Ddb dc | | |
| b c | | |
| b a cc | | |
| AabbaacC | | |
| aaaaacc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbddd | | |
| db d | | |
| ddb dc | | |
| D b c | | |
| A b a cc | | |
| aabbaaccC | | |
| aaaaacc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbddd | | |
| db d | | |
| ddb dc | | |
| dDb c | | |
|Aa b a cc | | |
| aabbaaccc | | |
| aaaaaccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbddd | | |
| db d | | |
| ddb dc | | |
|AddD c | | |
|aa b a cc | | |
| aabbaaccc | | |
| aaaaacccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbbB | | |
| dbddd | | |
| db d | | |
|Addb dc | | |
|adddD c | | |
|aa b a cc | | |
| aabbaacccC | | |
| aaaaacccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbbb | | |
| dbddd | | |
| db d | | |
|aAdb dc | | |
|adddd c | | |
|aa bDa cc C | | |
| aabbaacccc | | |
| aaaaacccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| dd b | | |
| dbbbbb | | |
| dbddd | | |
| db d | | |
|aadb dc | | |
|aAddd c C | | |
|aa bda cc c | | |
| aabDaacccc | | |
| aaaaacccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1115 | |
results['episode_reward_mean']=21315.21 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D A | | |
| B | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d aA | | |
| Cb | | |
| cB | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd A | | |
| dCaa | | |
| cb | | |
| cb | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd aA | | |
| dcCa | | |
| cb | | |
| cb | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd aa | | |
| dccaA | | |
| cC | | |
| cb | | |
| bb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd aa | | |
| dccaa | | |
| cc A | | |
| cC | | |
| bb | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dd aa | | |
| dccaa | | |
| cc aA | | |
| cc | | |
| bC | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dd aa | | |
| dccaa | | |
| cc aa | | |
| cc A | | |
| bc | | |
| bbC | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| dd | | |
| d | | |
| dd aa | | |
| dccaa | | |
| cc aa | | |
| cc a | | |
| bc A | | |
| Bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
|Dddd | | |
| dd | | |
| d | | |
| dd aa | | |
| dccaa | | |
| cc aa | | |
| cc a | | |
| B bc a | | |
| bbbC A | | |
| bb c | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|D dd | | |
| d | | |
| dd aa | | |
| dccaa | | |
| cc aa | | |
| cc a | | |
| Bb bc a | | |
| bbbc a | | |
| bb C A | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d dd | | |
|D d | | |
| dd aa | | |
| dccaa | | |
| cc aa | | |
| B cc a | | |
| bb bc a | | |
| bbbc a | | |
| bb c a | | |
| C A | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d dd | | |
|d d | | |
|D dd aa | | |
| dccaa | | |
| B cc aa | | |
| b cc a | | |
| bb bc a | | |
| bbbc a | | |
| bb c a | | |
| cCAa | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d dd | | |
|d d | | |
|d dd aa | | |
|D B dccaa | | |
| b cc aa | | |
| b cc a | | |
| bb bc a | | |
| bbbc a | | |
| bb cCAa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d dd | | |
|d d | | |
|d Bdd aa | | |
|d b dccaa | | |
|D b cc aa | | |
| b cc a | | |
| bb bc a | | |
| bbbcC a | | |
| bb cAaa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d dd | | |
|d Bd | | |
|d bdd aa | | |
|d b dccaa | | |
|d b cc aa | | |
|D b cc a | | |
| bb bcC a | | |
| bbbcA a | | |
| bb caaa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d Bd | | |
|d bd | | |
|d bdd aa | | |
|d b dccaa | | |
|d b cc aa | | |
|d b cc a | | |
|D bb bccCa | | |
| bbbAa a | | |
| bb caaa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d bB | | |
|d bd | | |
|d bdd aa | | |
|d b dccaa | | |
|d b cc aa | | |
|d b cc Ca | | |
|d bb bAcca | | |
|D bbbaa a | | |
| bb caaa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d bbB | | |
|d bd | | |
|d bdd aa | | |
|d b dccaa | | |
|d b cc Ca | | |
|d b cc ca | | |
|d bb Aacca | | |
|dD bbbaa a | | |
| bb caaa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d bbbB | | |
|d bd | | |
|d bdd aa | | |
|d b dccaC | | |
|d b cc ca | | |
|d b cc ca | | |
|d bbAaacca | | |
|dd bbbaa a | | |
| D bb caaa | | |
| ccaa | | |
-------------- | |
Generation: algorithm.iteration=1116 | |
results['episode_reward_mean']=21235.94 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| D | | |
| A B | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| D | | |
| d | | |
| a b | | |
| A B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| C | | |
| D | | |
| a b | | |
| AaBb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| C | | |
| D | | |
| aBb | | |
| aAbb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| c | | |
| DC | | |
| aBb | | |
| aAbb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| c | | |
| Dc | | |
| aBC | | |
| aAbb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| c | | |
| Ddc | | |
| aBc | | |
| aAbC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| c | | |
| Dddc | | |
| aBc | | |
| aAbc | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| D c | | |
| dddc | | |
| aBc | | |
| aAbc | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D c | | |
| d c | | |
| dddc | | |
| aBc | | |
| aAbc | | |
| c | | |
| c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d c | | |
| d c | | |
| dddc | | |
| aBc | | |
| aAbc | | |
| c | | |
| c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d c | | |
| d c | | |
| dddc | | |
| aBc | | |
| aAbc | | |
| c | | |
| c | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d c | | |
| d c | | |
| dddc | | |
| abc | | |
| AaBc | | |
| c | | |
| c | | |
| cccC | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d c | | |
| d c | | |
| dddc | | |
| abc | | |
| aabc | | |
| A Bc | | |
| c C | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d c | | |
| d c | | |
| dddc | | |
| abc | | |
| aabc | | |
| A Bc C | | |
| c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d c | | |
| d c | | |
| dddc | | |
| abc | | |
| aabc C | | |
| Aa bB c | | |
| c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| d c | | |
| d c | | |
| dddc | | |
| abc C | | |
| aabB c | | |
| Aaa bb c | | |
| c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d c | | |
| d c | | |
| dddc C | | |
| abc c | | |
| aaBb c | | |
| aaa bb c | | |
| A c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| d c | | |
| d c C | | |
| dddc c | | |
| abc c | | |
| aBbb c | | |
| aaa bb c | | |
| aA c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| D d c C | | |
| d c c | | |
| dddc c | | |
| abc c | | |
| Bbbb c | | |
| aaa bb c | | |
| aaA c c | | |
| cccc | | |
-------------- | |
Generation: algorithm.iteration=1117 | |
results['episode_reward_mean']=21080.22 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| | | |
| B | | |
| AC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| D | | |
| | | |
| b | | |
| BaA | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| d | | |
| D | | |
| b | | |
| baaA | | |
| B c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| D | | |
| d | | |
| b | | |
| baAa | | |
| b c | | |
| B cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| d | | |
| D | | |
| b | | |
| baaA | | |
| b cC | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| d | | |
| Dd | | |
| b A | | |
| baaC | | |
| Bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| d | | |
| DddA | | |
| b a | | |
| BbaacC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| d | | |
| DddAa | | |
| b a | | |
| Bbbaacc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| D d | | |
| dddaa | | |
| B b Aa | | |
| bbbaacc | | |
| bb ccc | | |
| bb ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D d | | |
| d d | | |
| Bdddaa | | |
| b bAaa | | |
| bbbaacc | | |
| bb ccc | | |
| bb ccc | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d d | | |
| Bd d | | |
| bdddaa | | |
| b Aaaa | | |
| bbbaacc | | |
| bb ccc | | |
| bb ccc | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| Bd d | | |
| bd d | | |
| bdddaa | | |
| b aaaa | | |
| bbAaacc | | |
| bb ccc | | |
| bb cccC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| Bd | | |
| bd d | | |
| bd d | | |
| bdddaa | | |
| b aaaa | | |
| bAaaacc | | |
| bb cccC | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| Bd | | |
| bd | | |
| bd d | | |
| bd d | | |
| bdddaa | | |
| b aaaa | | |
| AaaaaccC | | |
| bb cccc | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| bB | | |
| bd | | |
| bd d | | |
| bd d | | |
| bdddaa | | |
| b aaaa C | | |
| aaaaaccc | | |
| Abb cccc | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| DbbB | | |
| bd | | |
| bd d | | |
| bd d | | |
| bdddaa C | | |
| b aaaa c | | |
| aaaaaccc | | |
| Aabb cccc | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| DdbbbB | | |
| bd | | |
| bd d | | |
| bd d C | | |
| bdddaa c | | |
| b aaaa c | | |
| aaaaaccc | | |
| aAbb cccc | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| ddbbbb | | |
| D bd | | |
| bd d C | | |
| bd d c | | |
| bdddaa c | | |
| b aaaa c | | |
| aaaaaccc | | |
| Aabb cccc | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| ddbbbb | | |
| d bd C | | |
| D bd d c | | |
| bd d c | | |
| bdddaa c | | |
| b aaaa c | | |
| aaaaaccc | | |
| aAbb cccc | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| B | | |
| dd bb | | |
| ddbbbb C | | |
| d bd c | | |
| d bd d c | | |
| D bd d c | | |
| bdddaa c | | |
| b aaaa c | | |
| aaaaaccc | | |
| Aabb cccc | | |
| bb cccc | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=1118 | |
results['episode_reward_mean']=21276.18 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B A | | |
| D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B aA | | |
| D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B aaA | | |
| Dd | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| B aaa | | |
| Dd | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| A | | |
| a | | |
| B aaa | | |
| Dd | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| aA | | |
| a | | |
| B aaa | | |
| Dd | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| A | | |
| aa | | |
| a | | |
| B aaa | | |
| Dd | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| aA| | |
| aa | | |
| a | | |
| B aaa | | |
| Dd | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| aa| | |
| aaA| | |
| a | | |
| B aaa | | |
| Dd | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| aa| | |
| aAa| | |
| a | | |
| B aaa | | |
| Dd | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| aa| | |
| aaa| | |
| aA | | |
| B aaa | | |
| Dd | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| aa| | |
| aaa| | |
| aa | | |
| B aaaA | | |
| Dd | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| aa| | |
| aaa| | |
| aa | | |
| B aaaaA| | |
| Dd | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| aa| | |
| aaa| | |
| aa | | |
| B aaaaa| | |
| Dd A| | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| aa| | |
| aaa| | |
| aa | | |
| B aaaaa| | |
| Dd a| | |
| C A| | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| aa| | |
| aaa| | |
| aa | | |
| B aaaaa| | |
| Dd a| | |
| C Aa| | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| aa| | |
| aaa| | |
| aa | | |
| B aaaaa| | |
| Dd a| | |
| c aa| | |
| C A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| aa| | |
| aaa| | |
| aa | | |
| B aaaaa| | |
| Dd a| | |
| c aa| | |
| Cc a | | |
| A | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| aa| | |
| aaa| | |
| aa | | |
| B aaaaa| | |
| Dd a| | |
| c aa| | |
| cc a | | |
| C a | | |
| A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| aa| | |
| aaa| | |
| aa | | |
| b aaaaa| | |
| BdD a| | |
| c aa| | |
| Cc a | | |
| c a | | |
| a | | |
| A | | |
-------------- | |
Generation: algorithm.iteration=1119 | |
results['episode_reward_mean']=21231.11 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| | | |
| D | | |
| AB | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| D | | |
| d | | |
| AabB | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ccC | | |
| dD | | |
| Bd | | |
| aabb | | |
| A | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| ccc | | |
| dd | | |
| BbdD | | |
| aabb | | |
| aA | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| ccC | | |
| dd | | |
| bbdd | | |
| aaBb D | | |
| aaA | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| ccc | | |
| Cdd | | |
| bbdD | | |
| aaAb d | | |
| aaB | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| ccc | | |
| cdD | | |
| bCdd | | |
| aaaA d | | |
| aBb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| ccc D | | |
| cdd | | |
| bcdd | | |
| aaaCAd | | |
| abb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c D | | |
| ccc d | | |
| cdd | | |
| bcdd | | |
| aaacaA | | |
| abbC | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| c d | | |
| ccc d | | |
| cdd | | |
| bcdA | | |
| aaacaa | | |
| Bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| c d | | |
| ccc d | | |
| cdA | | |
| bcda | | |
| Baacaa | | |
| bbbc | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| c d | | |
| ccc d | | |
| cAa | | |
| bcda | | |
| Bbaacaa | | |
| bbbcC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| d | | |
| c d | | |
| ccc d | | |
| Aaa | | |
| B bcda | | |
| bbaacCa | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| d | | |
| c d | | |
| ccc d | | |
| B aaa | | |
| b bAda | | |
| bbaaccC | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| d | | |
| c d | | |
| B ccc d | | |
| b aaa | | |
| b Aada | | |
| bbaaccc | | |
| bbbccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddddd | | |
| d | | |
| B c d | | |
| b ccc d | | |
| b aaa | | |
| b Aaada | | |
| bbaaccc | | |
| bbbcccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddddd | | |
| B d | | |
| b c d | | |
| b ccc d | | |
| b aaa | | |
| b aaada | | |
| bbAacccC | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| Bdddddd | | |
| b d | | |
| b c d | | |
| b ccc d | | |
| b aaa | | |
| b aaadaC | | |
| bAaacccc | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| bBddddd | | |
| b d | | |
| b c d | | |
| b ccc d | | |
| b aaaC | | |
| b aaadac | | |
| Aaaacccc | | |
| bbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| DbbBdddd | | |
| b d | | |
| b c d | | |
| b ccc dC | | |
| b aaac | | |
| b aaadac | | |
| aaaacccc | | |
| Abbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1120 | |
results['episode_reward_mean']=21215.93 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| BD | | |
| | | |
| AC | | |
| | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| BD | | |
| bd | | |
| | | |
| Cc | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| Bbd | | |
| bd | | |
| C | | |
| cc | | |
| a | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| bBd | | |
| bd | | |
| cC | | |
| cc | | |
| a | | |
| Aa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| bbB | | |
| bd | | |
| ccC | | |
| cc | | |
| a | | |
| aa | | |
| A | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| DddB | | |
| bbb | | |
| bd | | |
| ccc | | |
| ccC | | |
| a | | |
| aa | | |
| aA | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| DdddbB | | |
| bbb | | |
| bd | | |
| ccc | | |
| ccc | | |
| a C | | |
| aa | | |
| aaA | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| Dddddbb | | |
| bbb | | |
| bd | | |
| ccc | | |
| ccc | | |
| a c | | |
| aaAC | | |
| aaa | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Bb | | |
| dddddbb | | |
| D bbb | | |
| bd | | |
| ccc | | |
| ccc | | |
| a c | | |
| aaaA | | |
| aaaC | | |
| | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| bb | | |
| dddddbb | | |
| d bbb | | |
| D bd | | |
| ccc | | |
| ccc | | |
| a c | | |
| aaAa | | |
| aaac | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| Bb | | |
| bb | | |
| dddddbb | | |
| d bbb | | |
| Dd bd | | |
| ccc | | |
| ccc | | |
| aAc | | |
| aaaa | | |
| aaaC | | |
| c | | |
| | | |
-------------- | |
-------------- | |
| bb | | |
| Bbb | | |
| dddddbb | | |
| d bbb | | |
| dD bd | | |
| ccc | | |
| cAc | | |
| aac | | |
| aaaa | | |
| aaac | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| bb | | |
| Bbbb | | |
| dddddbb | | |
| d bbb | | |
| Dd bd | | |
| cAc | | |
| cac | | |
| aac | | |
| aaaa | | |
| aaac | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| bb | | |
| bbbb | | |
| dddBdbb | | |
| d bbb | | |
| dD Ad | | |
| cac | | |
| cac | | |
| aac | | |
| aaaa | | |
| aaacC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| bb | | |
| bbbb | | |
| dddbdbb | | |
| d Bbb | | |
| Dd Aad | | |
| cac | | |
| cac | | |
| aac | | |
| aaaaC | | |
| aaacc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| bb | | |
| bbbb | | |
| dddbdbb | | |
| d bbb | | |
| dd BAd | | |
| D cac | | |
| cac | | |
| aac | | |
| aaaacC | | |
| aaacc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| bb | | |
| bbbb | | |
| dddbdbb | | |
| d bbb | | |
| dd baA | | |
|Dd Bac | | |
| cac | | |
| aac | | |
| aaaacc | | |
| aaaccC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| bb | | |
| bbbb | | |
| dddbdbb | | |
| d bbA | | |
| dd baa | | |
|dd bac | | |
|D Bac | | |
| aac | | |
| aaaacc | | |
| aaacccC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| bb | | |
| bbbb | | |
| dddbdbb | | |
| d bAa | | |
| dd baa | | |
|dd bac | | |
|d bac | | |
|D Bac | | |
| aaaaccC | | |
| aaacccc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| bb | | |
| bbbb | | |
| dddbdbb | | |
| d baa | | |
| dd bAa | | |
|dd bac | | |
|d bac | | |
|d Bbac C | | |
|D aaaaccc | | |
| aaacccc | | |
| cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1121 | |
results['episode_reward_mean']=21305.07 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| A | | |
| D | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| a D | | |
| A d | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ccD | | |
| a Cd | | |
| a d | | |
| A | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| ccd | | |
| a cd | | |
| a Cd | | |
| Aa | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| ccd | | |
| a cd | | |
| a cd | | |
| Aaa C | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| ccd | | |
| a cd | | |
| a cd | | |
| aBa c | | |
| Abb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| ccd | | |
| a cd | | |
| a cd | | |
| Bba c | | |
| Aabb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| ccd | | |
| a cd | | |
| B a cd | | |
| bba c | | |
| aabb c | | |
| A bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| d | | |
| dd | | |
| ccd | | |
| B a cd | | |
| b a cd | | |
| bba c | | |
| Aabb cC | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| d | | |
| dd | | |
| B ccd | | |
| b a cd | | |
| b a cd | | |
| Abba cC | | |
| aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| d | | |
| B dd | | |
| b ccd | | |
| b a cd | | |
| b a cd | | |
| Aabba ccC | | |
| aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| ddddd | | |
| B d | | |
| b dd | | |
| b ccd | | |
| b a cd | | |
| A b a cdC | | |
| aabba ccc | | |
| aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| Bdddd | | |
| b d | | |
| b dd | | |
| b ccd | | |
| b a cdC | | |
|Aa b a cdc | | |
| aabba ccc | | |
| aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| DbBddd | | |
| b d | | |
| b dd | | |
| b ccdC | | |
|A b a cdc | | |
|aa b a cdc | | |
| aabba ccc | | |
| aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbBdd | | |
| Db d | | |
| b dd | | |
|A b ccCc | | |
|a b a cdc | | |
|aa b a cdc | | |
| aabba ccc | | |
| aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbBd | | |
| db d | | |
| Db dC | | |
|aA b cccc | | |
|a b a cdc | | |
|aa b a cdc | | |
| aabba ccc | | |
| aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbbd | | |
| db dC | | |
| dD dc | | |
|aa b cccc | | |
|aA b a cdc | | |
|aa b a cdc | | |
| aabba ccc | | |
| aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbbdC | | |
| db dc | | |
| Dd dc | | |
|aa b cccc | | |
|aaAb a cdc | | |
|aa b a cdc | | |
| aabba ccc | | |
| aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| dd bbC | | |
| dbbbbdc | | |
| db dc | | |
| dd dc | | |
|aaDb cccc | | |
|aaab a cdc | | |
|aaAb a cdc | | |
| aabba ccc | | |
| aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| bB | | |
| dd bbc | | |
| dbbbbdC | | |
| db dc | | |
| dd dc | | |
|aadD cccc | | |
|aaab a cdc | | |
|aaab a cdc | | |
| aAbba ccc | | |
| aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1122 | |
results['episode_reward_mean']=21409.52 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| DB | | |
| | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| Db | | |
| B | | |
| cC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| aaA | | |
| Ddb | | |
| B | | |
| cC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| aAa | | |
| Dddb | | |
| B | | |
| cC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D aaA | | |
| dddb | | |
| Cb | | |
| ccB | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d aaa | | |
| ddCb A | | |
| cb | | |
| cBb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d aaa | | |
| ddcC aA | | |
| cb | | |
| cbb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d aaa | | |
| ddcc Aa | | |
| cC | | |
| cbb | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| d aaa | | |
| ddcc aA | | |
| cc | | |
| cbC | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| d aaa | | |
| ddcc aa | | |
| cc A | | |
| cbc | | |
| bbC | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| d | | |
| d aaa | | |
| ddcc aa | | |
| cc a | | |
| cbc A | | |
| Bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dddd | | |
| d | | |
| d | | |
| d | | |
| d aaa | | |
| ddcc aa | | |
| cc a | | |
| Bcbc a | | |
| bbbc A | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
|Ddddd | | |
| d | | |
| d | | |
| d | | |
| d aaa | | |
| ddcc aa | | |
| cc a | | |
| Bbcbc a | | |
| bbbcC a | | |
| bb cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
|ddddd | | |
|D d | | |
| d | | |
| d | | |
| d aaa | | |
| ddcc aa | | |
| B cc a | | |
| bbcbc a | | |
| bbbcc a | | |
| bb cCAa | | |
| | | |
-------------- | |
-------------- | |
| | | |
|ddddd | | |
|d d | | |
|D d | | |
| d | | |
| d aaa | | |
| Bddcc aa | | |
| b cc a | | |
| bbcbc a | | |
| bbbcc a | | |
| bb cACa | | |
| | | |
-------------- | |
-------------- | |
| | | |
|ddddd | | |
|d d | | |
|d d | | |
|D d | | |
| Bd aaa | | |
| bddcc aa | | |
| b cc a | | |
| bbcbc a | | |
| bbbcA a | | |
| bb caca | | |
| C | | |
-------------- | |
-------------- | |
| | | |
|ddddd | | |
|d d | | |
|d d | | |
|d Bd | | |
|D bd aaa | | |
| bddcc aa | | |
| b cc a | | |
| bbcbc a | | |
| bbbAa a | | |
| bb caCa | | |
| c | | |
-------------- | |
-------------- | |
| | | |
|ddddd | | |
|d d | | |
|d Bd | | |
|d bd | | |
|d bd aaa | | |
|D bddcc aa | | |
| b cc a | | |
| bbcbA a | | |
| bbbaaCa | | |
| bb caca | | |
| c | | |
-------------- | |
-------------- | |
| | | |
|ddddd | | |
|d Bd | | |
|d bd | | |
|d bd | | |
|d bd aaa | | |
|d bddcc aa | | |
|D b cc a | | |
| bbcAa a | | |
| bbbaacC | | |
| bb caca | | |
| c | | |
-------------- | |
-------------- | |
| | | |
|ddddd | | |
|d bB | | |
|d bd | | |
|d bd | | |
|d bd aaa | | |
|d bddcc aa | | |
|d b cc a | | |
|D bbAaa C | | |
| bbbaacc | | |
| bb caca | | |
| c | | |
-------------- | |
Generation: algorithm.iteration=1123 | |
results['episode_reward_mean']=21237.77 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| C A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| C A | | |
| c a | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| cCaA | | |
| c a | | |
| b | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| ccaaA | | |
| cCa | | |
| b | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d A | | |
| ccaaa | | |
| cca | | |
| b C | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d | | |
| d aA| | |
| ccaaa | | |
| cca | | |
| Bb c | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d | | |
| d aa| | |
| ccaaaA| | |
| cca | | |
| Bbb c | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d | | |
| d aa| | |
| ccaaaa| | |
| B cca A| | |
| bbb c | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| d | | |
| d aa| | |
| B ccaaaa| | |
| b cca Aa| | |
| bbb c | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| D d | | |
| Bd aa| | |
| b ccaaaa| | |
| b cca aa| | |
| bbb cC A | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| dBd | | |
| Dbd aa| | |
| b ccaaaa| | |
| b cca aa| | |
| bbb ccCa | | |
| bb cc A | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| dbd | | |
| Ddbd aa| | |
| b ccaaaa| | |
| b cca aa| | |
| bbb ccca | | |
| bb ccCa | | |
| bb cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbd | | |
| ddbd aa| | |
| D b ccaaaa| | |
| b cca aa| | |
| bbb ccca | | |
| bb cccC | | |
| bb cc a | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbd | | |
| ddbd aa| | |
| dDb ccaaaa| | |
| b cca aa| | |
| bbb cccC | | |
| bb cccc | | |
| bb cc a | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbd | | |
| ddbd aa| | |
| ddD ccaaaa| | |
| b cca Ca| | |
| bbb cccc | | |
| bb cccc | | |
| bb cc a | | |
| Aaa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbd | | |
| ddbd aa| | |
| ddd ccaaaa| | |
| D cca cC| | |
| bbb cccc | | |
| bb cccc | | |
| bb cc a | | |
| Aaaa | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd | | |
| dbd | | |
| ddbd aa| | |
| ddd ccaaaC| | |
| dD cca cc| | |
| bbb cccc | | |
| bb cccc | | |
| bb Ac a | | |
| aaaa | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb | | |
| dbd | | |
| dbd | | |
| ddbd aC| | |
| dddD ccaaac| | |
| dd cca cc| | |
| bbb cccc | | |
| bb Accc | | |
| bb ac a | | |
| aaaa | | |
-------------- | |
-------------- | |
| B | | |
| dd bb | | |
| dbbbb | | |
| dbd | | |
| dbd | | |
| ddbd Cc| | |
| dddd ccaaac| | |
| dD cca cc| | |
| bbb Accc | | |
| bb accc | | |
| bb ac a | | |
| aaaa | | |
-------------- | |
-------------- | |
| bB | | |
| dd bb | | |
| dbbbb | | |
| dbd | | |
| dbd C | | |
| ddbd cc| | |
| dddD ccaaac| | |
| dd cca cc| | |
| bbbAaccc | | |
| bb accc | | |
| bb ac a | | |
| aaaa | | |
-------------- | |
Generation: algorithm.iteration=1124 | |
results['episode_reward_mean']=21289.41 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| DC | | |
| | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DC aA | | |
| dc | | |
| | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D A | | |
| dc aa | | |
| dC | | |
| | | |
| b | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d aA | | |
| dc aa | | |
| dc | | |
| C | | |
| b | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d A | | |
| d aa | | |
| dc aa | | |
| dC | | |
| c | | |
| b | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d a | | |
| d aA | | |
| dC aa | | |
| dc | | |
| c | | |
| Bb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d a | | |
| dC aa | | |
| dc aaA | | |
| dc | | |
| c | | |
| Bbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d a | | |
| dcC aa | | |
| dc aaa | | |
| dc A | | |
| B c | | |
| bbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d a | | |
| dcc aa | | |
| dcCaaa | | |
| Bdc Aa | | |
| b c | | |
| bbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d a | | |
| dcc aa | | |
| BdccCaa | | |
| bdc aa | | |
| b c A | | |
| bbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d a | | |
| DBdccCaa | | |
| bdcccaa | | |
| bdc aa | | |
| b c a | | |
| bbb A | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd C a | | |
| dbdcccaa | | |
| Dbdcccaa | | |
| bdc aa | | |
| b c a | | |
| bbb a | | |
| bb A | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd C | | |
| dbd c a | | |
| dbdcccaa | | |
| Ddbdcccaa | | |
| bdc aa | | |
| b c a | | |
| bbb a | | |
| bb Aa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB cC | | |
| dbd c a | | |
| dbdcccaa | | |
|Dddbdcccaa | | |
| bdc aa | | |
| b c a | | |
| bbb a | | |
| bbAaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd C | | |
| dbbB cc | | |
| dbd c a | | |
| dbdcccaa | | |
|dDdbdcccaa | | |
| bdc aa | | |
| b c a | | |
| bbb a | | |
| bbaaa | | |
| bbA | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd cC | | |
| dbbbBcc | | |
| dbd c a | | |
| dbdcccaa | | |
|dddbdcccaa | | |
| D bdc aa | | |
| b c a | | |
| bbb a | | |
| bbaaa | | |
| bAa | | |
| | | |
-------------- | |
-------------- | |
| C | | |
| dd B cc | | |
| dbbbbcc | | |
| dbd c a | | |
| dbdcccaa | | |
|dddbdcccaa | | |
| dDbdc aa | | |
| b c a | | |
| bbb a | | |
| bbaaa | | |
| Aaa | | |
| | | |
-------------- | |
-------------- | |
| c | | |
| dd bBcC | | |
| dbbbbcc | | |
| dbd c a | | |
| dbdcccaa | | |
|dddbdcccaa | | |
| ddDdc aa | | |
| b c a | | |
| bbb a | | |
| Abaaa | | |
| aaa | | |
| | | |
-------------- | |
-------------- | |
| c | | |
| dd bbBc | | |
| dbbbbccC | | |
| dbd c a | | |
| dbdcccaa | | |
|dddbdcccaa | | |
| dddDc aa | | |
| b c a | | |
| bbb a | | |
| Aabaaa | | |
| aaa | | |
| | | |
-------------- | |
-------------- | |
| c | | |
| dd bbbB | | |
| dbbbbccc | | |
| dbd c C | | |
| dbdcccaa | | |
|dddbDcccaa | | |
| ddddc aa | | |
| b c a | | |
| bbb a | | |
| Aaabaaa | | |
| aaa | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1125 | |
results['episode_reward_mean']=21122.43 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| A | | |
| | | |
| B | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| aA | | |
| | | |
| b | | |
| B | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dA | | |
| aa | | |
| | | |
| b | | |
| Bb | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dD | | |
| d | | |
| daA | | |
| aa | | |
| | | |
| b | | |
| Bbb | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddD | | |
| d | | |
| daa | | |
| aaA | | |
| | | |
| b | | |
| bbb | | |
| B cC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dDd | | |
| d | | |
| daa | | |
| aaa | | |
| A | | |
| b | | |
| bbbC | | |
| b cc | | |
| B cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddD | | |
| d | | |
| daa | | |
| aaa | | |
| aA | | |
| b | | |
| bbbcC | | |
| b cc | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddD | | |
| d | | |
| daa | | |
| aaa | | |
| aa | | |
| b A | | |
| bbbcc | | |
| Bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| d D | | |
| daa | | |
| aaa | | |
| aa | | |
| b a | | |
| BbbbccA | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| d d | | |
| daaD | | |
| aaa | | |
| aa | | |
| b a | | |
| BbbbbccC | | |
| bb cccA | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| d d | | |
| daad | | |
| aaaD | | |
| aa | | |
| B b a | | |
| bbbbbccc | | |
| bb cccC | | |
| bb cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| d d | | |
| daad | | |
| aaDd | | |
| B aa | | |
| b b a | | |
| bbbbbccC | | |
| bb cccc | | |
| bb cc a | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| d d | | |
| daad | | |
| B aadd | | |
| b Da | | |
| b b C | | |
| bbbbbccc | | |
| bb cccc | | |
| bb cc a | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| d d | | |
| B daad | | |
| b aadd | | |
| b dC | | |
| b b Dc | | |
| bbbbbccc | | |
| bb cccc | | |
| bb cc a | | |
| Aaa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| B d d | | |
| b daad | | |
| b aadC | | |
| b dc | | |
| b b dc | | |
| bbbbbcDc | | |
| bb cccc | | |
| bb cc a | | |
| Aaaa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B dddd | | |
| b d d | | |
| b daaC | | |
| b aadc | | |
| b dc | | |
| b b dc | | |
| bbbbbcdc | | |
| bb ccDc | | |
| bb Ac a | | |
| aaaa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB dddd | | |
| b d C | | |
| b daac | | |
| b aadc | | |
| b dc | | |
| b b dc | | |
| bbbbbcdc | | |
| bb Acdc | | |
| bb acDa | | |
| aaaa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbB dddd | | |
| b d Cc | | |
| b daac | | |
| b aadc | | |
| b dc | | |
| b b dc | | |
| bbbbAcdc | | |
| bb acdc | | |
| bb acda | | |
| aaDa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbbBdddd | | |
| b d cc | | |
| b daCc | | |
| b aadc | | |
| b dc | | |
| b b dc | | |
| bbbAacdc | | |
| bb acdc | | |
| bb acda | | |
| aDda | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| bbbbdddd | | |
| b d cc | | |
| b dacc | | |
| b aaCc | | |
| b dc | | |
| b Ab dc | | |
| bbbaacdc | | |
| bb acdc | | |
| bb aDda | | |
| adda | | |
-------------- | |
Generation: algorithm.iteration=1126 | |
results['episode_reward_mean']=21164.28 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| D | | |
| B A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| Dd | | |
| b aA | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DC | | |
| dd | | |
| b aaA | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dcC | | |
| dd | | |
| b aAa | | |
| b | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dcc | | |
| ddCA | | |
| b aaa | | |
| b | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| d | | |
| dcc | | |
| ddcaA | | |
| b Caa | | |
| b | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| ddD | | |
| d | | |
| dcc | | |
| ddcAa | | |
| b caa | | |
| Bb C | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| d | | |
| dcc | | |
| ddAaa | | |
| b caa | | |
| Bbb c | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dD | | |
| ddd | | |
| d | | |
| dcc | | |
| ddaaa | | |
| B b Aaa | | |
| bbb c | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddD | | |
| ddd | | |
| d | | |
| dcc | | |
| B ddaaa | | |
| b bAaaa | | |
| bbb c | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dDd | | |
| ddd | | |
| d | | |
| B dcc | | |
| b ddaaa | | |
| b Aaaaa | | |
| bbb c | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddD | | |
| ddd | | |
| B d | | |
| b dcc | | |
| b ddaaa | | |
| b aaaaa | | |
| bbA cC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddD | | |
| B ddd | | |
| b d | | |
| b dcc | | |
| b ddaaa | | |
| b aaaaa | | |
| bAa ccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B dddd | | |
| b ddd D | | |
| b d | | |
| b dcc | | |
| b ddaaa | | |
| b aaaaa | | |
| baa ccc | | |
| Ab ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB dddd | | |
| b ddd d | | |
| b d D | | |
| b dcc | | |
| b ddaaa | | |
| b aaaaa | | |
| baa ccc | | |
| Aab cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbB dddd | | |
| b ddd d | | |
| b d d | | |
| b dcc D | | |
| b ddaaa | | |
| b aaaaa | | |
| baa cccC | | |
| Aaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbbBdddd | | |
| b ddd d | | |
| b d d | | |
| b dcc Dd | | |
| b ddaaa | | |
| b aaaaaC | | |
| baa cccc | | |
| Aaaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| bbbbdddd | | |
| b ddd d | | |
| b d d | | |
| b dcc dd | | |
| b ddaaDC | | |
| b aaaaac | | |
| baa cccc | | |
| aAaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bB | | |
| bbbbdddd | | |
| b ddd d | | |
| b d d | | |
| b dcc dC | | |
| b ddaadc | | |
| b aaaaDc | | |
| baa cccc | | |
| aaAab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| bb | | |
| bbbbdddd | | |
| b ddd d | | |
| b d C | | |
| b dcc dc | | |
| b ddaadc | | |
| b aaaadc | | |
| baa ccDc | | |
| aAaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1127 | |
results['episode_reward_mean']=21148.69 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| BA | | |
| D | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| DaA | | |
| d | | |
| Cc | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| b | | |
| Baa | | |
| C D A | | |
| cc | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| C baa | | |
| cDd aA | | |
| cc | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C bB | | |
| c baaA | | |
| Ddd aa | | |
| cc | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cCbbB | | |
| c baaaA| | |
| Dddd aa | | |
| cc | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| ccbbb | | |
| DcCbaBaa| | |
| dddd aaA| | |
| cc | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| ccbbb | | |
| dDcCBbaa| | |
| dddd aaa| | |
| cc A| | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| ccCbb | | |
| ddDcbbaa| | |
| ddddBaaa| | |
| cc Aa| | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cCcbb | | |
| dDdcbbaa| | |
| ddddbaaa| | |
| cc B aa| | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| C | | |
| cccbb | | |
| ddDcbbaa| | |
| ddddbaaa| | |
| ccBb aa| | |
| a | | |
| A | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| C | | |
| c | | |
| cDcbb | | |
| dddcbbaa| | |
| ddddbaaa| | |
| ccbb aa| | |
| B a | | |
| a | | |
| A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| c | | |
| C | | |
| Ddcbb | | |
| dddcbbaa| | |
| ddddbaaa| | |
| ccBb aa| | |
| b a | | |
| a | | |
| a | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| | | |
| C | | |
| c | | |
| ddcbb | | |
| dDdcbbaa| | |
| ddddbaaa| | |
| ccbb aa| | |
| B a | | |
| a | | |
| a | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| cC | | |
| c | | |
| ddcbb | | |
| ddDcbbaa| | |
| ddddbaaa| | |
| ccbb aa| | |
| Bb a | | |
| a | | |
| Aa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| cc | | |
| cC | | |
| ddcbb | | |
| dddDbbaa| | |
| ddddbaaa| | |
| ccbb aa| | |
| Bbb a | | |
| a | | |
| Aaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| cc | | |
| cc | | |
| ddCbb | | |
| ddddbbaa| | |
| dddDbaaa| | |
| ccbb aa| | |
| bbb a | | |
| B A a | | |
| aaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| cc | | |
| cc | | |
| ddcbb | | |
| dddCbbaa| | |
| ddddbaaa| | |
| ccDb aa| | |
| Bbb a | | |
| b Aa a | | |
| aaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| cc | | |
| cc | | |
| ddcbb | | |
| dddcbbaa| | |
| dddCbaaa| | |
| ccdD aa| | |
| bbA a | | |
| B aa a | | |
| aaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| cc | | |
| cc | | |
| ddcbb | | |
| dddcbbaa| | |
| dddcDaaa| | |
| ccCd aa| | |
| bAa a | | |
| b aa a | | |
| B aaa | | |
| aa | | |
-------------- | |
Generation: algorithm.iteration=1128 | |
results['episode_reward_mean']=20880.33 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| B D | | |
| | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| b C | | |
| B | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| b D | | |
| b C | | |
| BaA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| bDd | | |
| b c | | |
| baCA | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| Ddd | | |
| b c | | |
| bacaA | | |
| b C | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| Dddd | | |
| b c | | |
| bacaaA | | |
| b c | | |
| Bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D d | | |
| dddd | | |
| b c | | |
| bacaaa | | |
| Bb C A | | |
| bb c | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d d | | |
| dddd | | |
| b c | | |
| Bbacaaa | | |
| bb c a | | |
| bb C A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d d | | |
| dddd | | |
| b c | | |
| Bbbacaaa | | |
| bb c A | | |
| bb cC a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d d | | |
| dddd | | |
| B b c | | |
| bbbacaaa | | |
| bb c a | | |
| bb cc A | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d d | | |
| Bdddd | | |
| b b c | | |
| bbbacaaa | | |
| bb c a | | |
| bb ccAa | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d | | |
| Bd d | | |
| bdddd | | |
| b b c | | |
| bbbacaaa | | |
| bb c a | | |
| bb cAaa | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| Bd | | |
| bd d | | |
| bdddd | | |
| b b c | | |
| bbbacaaa | | |
| bb cA a | | |
| bb caaC | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| Bd | | |
| bd | | |
| bd d | | |
| bdddd | | |
| b b c | | |
| bbbacaaa | | |
| bb Aa C | | |
| bb caac | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| Dbd | | |
| bd | | |
| bd d | | |
| bdddd | | |
| b b c | | |
| bbbaAaaC | | |
| bb aa c | | |
| bb caac | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| Dbd | | |
| bd d | | |
| bdddd | | |
| b b c C | | |
| bbbAaaac | | |
| bb aa c | | |
| bb caac | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbd | | |
| Dbd d | | |
| bdddd C | | |
| b b c c | | |
| bbAaaaac | | |
| bb aa c | | |
| bb caac | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbd | | |
| Ddbd d C | | |
| bdddd c | | |
| b b c c | | |
| bAaaaaac | | |
| bb aa c | | |
| bb caac | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd | | |
| dbd C | | |
|Dddbd d c | | |
| bdddd c | | |
| b b c c | | |
| Aaaaaaac | | |
| bb aa c | | |
| bb caac | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb | | |
| dbd C | | |
| dbd c | | |
|dddbd d c | | |
|D bdddd c | | |
| b b c c | | |
| Aaaaaaaac | | |
| bb aa c | | |
| bb caac | | |
| ccc | | |
-------------- | |
Generation: algorithm.iteration=1129 | |
results['episode_reward_mean']=20897.13 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| C | | |
| A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C d | | |
| c D | | |
| aA | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cCD | | |
| c d | | |
| aaA | | |
| b | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ccC | | |
| c D | | |
| aaa | | |
| b A | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ccc | | |
| cDC | | |
| aaA | | |
| b a | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cDc | | |
| cdc A | | |
| Caa | | |
| Bb a | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cdD | | |
| cdcAa | | |
| caa | | |
| Bbb C a | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cdD | | |
| cdcAa | | |
| B caa | | |
| bbb c a | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cdD | | |
| B cdcAa | | |
| b caa | | |
| bbb c a | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B cDd | | |
| b cdAaa | | |
| b caa | | |
| bbb c a | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| b Ddd | | |
| b cdaaa | | |
| b Aaa | | |
| bbb c a | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| b | | |
| b ddd | | |
| b Ddaaa | | |
| b Aaaa | | |
| bbb cCa | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B | | |
| b | | |
| b | | |
| b ddd | | |
| bDddaaa | | |
| b aAaa | | |
| bbb ccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB | | |
| b | | |
| b | | |
| bDddd | | |
| bdddaaa | | |
| b Aaaa | | |
| bbb ccc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbB | | |
| b | | |
| bD | | |
| bdddd | | |
| bdddaaa | | |
| b Aaaaa | | |
| bbb ccc | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbbB | | |
| bD | | |
| bd | | |
| bdddd | | |
| bdddaaa | | |
| bAaaaaa | | |
| bbb cccC | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| bDbb | | |
| bd | | |
| bd | | |
| bdddd | | |
| bdddaaa | | |
| baaaaaaC | | |
| bAb cccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bB | | |
| Ddbb | | |
| bd | | |
| bd | | |
| bdddd | | |
| bdddaaa | | |
| baaaaaacC| | |
| Aab cccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| bb | | |
| ddbb | | |
| Dd | | |
| bd | | |
| bdddd | | |
| bdddaaa C| | |
| baaaaaacc| | |
| aab cccc | | |
| Abb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| bB | | |
| bb | | |
| Ddbb | | |
| dd | | |
| bd | | |
| bdddd C| | |
| bdddaaa c| | |
| baaaaaacc| | |
| aab cccc | | |
| Aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1130 | |
results['episode_reward_mean']=21067.41 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| | | |
| | | |
| AD | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Bb | | |
| | | |
| | | |
| aA | | |
| cC D | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| bb | | |
| | | |
| | | |
| CaaA | | |
| ccDd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bb | | |
| bb | | |
| | | |
| A | | |
| CcDaa | | |
| ccdd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bbb | | |
| bb | | |
| | | |
| C aA | | |
| cDdaa | | |
| ccdd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bbbb | | |
| bb | | |
| C A | | |
| cD aa | | |
| cddaa | | |
| ccdd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B | | |
| bbbb | | |
| bb | | |
| cC aA| | |
| Dd aa | | |
| cddaa | | |
| ccdd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB | | |
| bbbb | | |
| bb | | |
| ccC aa| | |
| Ddd aaA| | |
| cddaa | | |
| ccdd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbB | | |
| bbbb | | |
| bb | | |
| Dccc aa| | |
| dddC aaa| | |
| cddaa A| | |
| ccdd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbb | | |
| bbBb | | |
| D bb | | |
| dccc aa| | |
| dddc aaa| | |
| cdCaaAa| | |
| ccdd | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbb | | |
| bDbb | | |
| dBbb | | |
| dccc aa| | |
| dddc aaa| | |
| cdcaaaa| | |
| ccCd A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bDb | | |
| bdbb | | |
| Bbbb | | |
| dccc aa| | |
| dddc aaa| | |
| cdcaaaa| | |
| cccd a | | |
| C A | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| bdb | | |
| bdbb | | |
| bBbb | | |
| dccc aa| | |
| dddc aaa| | |
| cdcaaaa| | |
| cccd a | | |
| c a | | |
| C A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| bdb | | |
| bdbb | | |
| Bbbb | | |
| dccc aa| | |
| dddc aaa| | |
| cdcaaaa| | |
| cccd a | | |
| c A | | |
| cC a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| bdb | | |
| bdbb | | |
| Bbbbb | | |
| dccc aa| | |
| dddc aaa| | |
| cdcaaaa| | |
| cccd a | | |
| c a | | |
| ccCA | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dddd | | |
| bdb | | |
| bdbb | | |
| Bbbbbb | | |
| dccc aa| | |
| dddc aaa| | |
| cdcaaaa| | |
| cccd a | | |
| c A | | |
| ccca | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| D bdb | | |
| Bbdbb | | |
| bbbbbb | | |
| dccc aa| | |
| dddc aaa| | |
| cdcaaaa| | |
| cccd a | | |
| c a | | |
| cccA | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| D bdb | | |
| Bbdbb | | |
| bbbbbb | | |
| dccc aa| | |
| dddc aaa| | |
| cdcaaaa| | |
| cccd a | | |
| c A | | |
| cccC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| D bdb | | |
| Bbdbb | | |
| bbbbbb | | |
| dccc aa| | |
| dddc aaa| | |
| cdcaaaa| | |
| cccd a | | |
| c C | | |
| cccA | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| D bdb | | |
| Bbdbb | | |
| bbbbbb | | |
| dccc aa| | |
| dddc aaa| | |
| cdcaaaa| | |
| cccd C | | |
| c c | | |
| ccAa | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=1131 | |
results['episode_reward_mean']=20890.11 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| C | | |
| A | | |
| | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dD | | |
| AC | | |
| a | | |
| | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| Aac | | |
| aC | | |
| | | |
| bb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| aac | | |
| Aac | | |
| C | | |
| bb | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| dd | | |
| aac | | |
| aac | | |
| A c | | |
| bC | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Ddd | | |
| dd | | |
| aac | | |
| aac | | |
| a c | | |
| Abc | | |
| bbC | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| dd | | |
| aac | | |
| aac | | |
| a c | | |
| Aabc | | |
| Bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| ddd | | |
| dd | | |
| aac | | |
| aac | | |
| a c | | |
| Babc | | |
| Abbc | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| ddd | | |
| dd | | |
| aac | | |
| aac | | |
| a c | | |
| Bbabc | | |
| AabbcC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| ddd | | |
| dd | | |
| aac | | |
| aac | | |
| B a c | | |
| bbabcC | | |
| Aaabbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| ddd | | |
| dd | | |
| aac | | |
| B aac | | |
| b a c | | |
| bbabccC | | |
| aaabbcc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| ddd | | |
| dd | | |
| B aac | | |
| b aac | | |
| b a c | | |
| bbabccc | | |
| aaabbccC | | |
| a bb cc | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| ddd | | |
| B dd | | |
| b aac | | |
| b aac | | |
| b a c | | |
| bbabccc | | |
| aaabbcccC | | |
| A bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| DBddd | | |
| b dd | | |
| b aac | | |
| b aac | | |
| b a c | | |
| bbabcccC | | |
| Aaabbcccc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbddd | | |
| Db dd | | |
| b aac | | |
| b aac | | |
| b a c C | | |
| bbabcccc | | |
| aaabbcccc | | |
| A bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbddd | | |
| db dd | | |
| Db aac | | |
| b aac C | | |
| b a c c | | |
| bbabcccc | | |
| aaabbcccc | | |
| Aa bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbddd | | |
| db dd | | |
| Ddb aac C | | |
| b aac c | | |
| b a c c | | |
| bbabcccc | | |
| aaabbcccc | | |
|Aaa bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbddd | | |
| db dd | | |
|Dddb aac Cc | | |
| b aac c | | |
| b a c c | | |
| bbabcccc | | |
| aaabbcccc | | |
|Aaa bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbbB | | |
| dbddd | | |
| db dd | | |
|dDdb aacCcc | | |
| b aac c | | |
| b a c c | | |
| bbabcccc | | |
| aaabbcccc | | |
|aAa bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbbbB | | |
| dbddd | | |
| db dd C | | |
|dddb aacccc | | |
| D b aac c | | |
| b a c c | | |
| bbabcccc | | |
| Aaaabbcccc | | |
|aaa bb cc | | |
| a | | |
-------------- | |
Generation: algorithm.iteration=1132 | |
results['episode_reward_mean']=20765.68 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| C | | |
| D A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| C | | |
| D aA | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| C A | | |
| D aa | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| C aA | | |
| D aa | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B A | | |
| C aa | | |
| D aa | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B aA| | |
| C aa | | |
| D aa | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| b aa| | |
| CDB aaA| | |
| d aa | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C b aa| | |
| Ddb aaa| | |
| dBaa A| | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Cc b aa| | |
| Dddb aaa| | |
| dbBaAa| | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dc b aa| | |
| Cddb aaa| | |
| dBbaaa| | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| Cc b aa| | |
| cddb aaa| | |
| dbbaaa| | |
| B a | | |
| A | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| cC b aa| | |
| cddb aaa| | |
| dbbaaa| | |
| Bb a | | |
| a | | |
| A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| ccCb aa| | |
| cddb aaa| | |
| dbbaaa| | |
| Bbb a | | |
| a | | |
| a | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| cccC aa| | |
| cddb aaa| | |
| dbbaaa| | |
| bbb a | | |
| B a | | |
| a | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d | | |
| cccc aa| | |
| cddC aaa| | |
| dbbaaa| | |
| bbb a | | |
| b a | | |
| B Aa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d | | |
| cccc aa| | |
| cddc aaa| | |
| dCbaaa| | |
| bbb a | | |
| b a | | |
| Bb Aaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| dd | | |
| d | | |
| d | | |
| cccc aa| | |
| cddc aaa| | |
| dcbaaa| | |
| bbC a | | |
| Bb A a | | |
| bb aaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D dd | | |
| d | | |
| d | | |
| cccc aa| | |
| cddc aaa| | |
| dcbaaa| | |
| BbbcA a | | |
| bb Ca a | | |
| bb aaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| D d | | |
| d | | |
| cccc aa| | |
| cddc aaa| | |
| dcAaaa| | |
| Bbbbca a | | |
| bb ca a | | |
| bb Caaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d d | | |
| D d | | |
| cccc aa| | |
| cddcAaaa| | |
| B dcaaaa| | |
| bbbbca a | | |
| bb ca a | | |
| bb cCaa | | |
| aa | | |
-------------- | |
Generation: algorithm.iteration=1133 | |
results['episode_reward_mean']=20734.97 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| | | |
| B AD | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| CD | | |
| b aA | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cD | | |
| cA | | |
| b Ca | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| cd | | |
| Aa | | |
| b ca | | |
| b C | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dD | | |
| cd | | |
| aa | | |
| b Aa | | |
| b c | | |
| b C | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| cd | | |
| aa | | |
| bAaa | | |
| b c | | |
| Bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| cd | | |
| aa | | |
| baaa | | |
| BbAc | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| cd | | |
| aa | | |
| baaa | | |
| BbAac | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| d | | |
| dd | | |
| cd | | |
| aa | | |
| B baaa | | |
| bAaacC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| d | | |
| dd | | |
| cd | | |
| B aa | | |
| b baaa | | |
| AaaaccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| d | | |
| dd | | |
| B cd | | |
| b aa | | |
| b baaaC | | |
| aaaaccc | | |
| Abb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddddd | | |
| d | | |
| B dd | | |
| b cd | | |
| b aaC | | |
| b baaac | | |
| aaaaccc | | |
| Aabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddddd | | |
| B d | | |
| b dd | | |
| b cdC | | |
| b aac | | |
| b baaac | | |
| aaaaccc | | |
| aabb cc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| Bdddddd | | |
| b d | | |
| b dd | | |
| b cCc | | |
| b aac | | |
| b baaac | | |
| aaaaccc | | |
| aabb cc | | |
| a bb cc | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| bBddddd | | |
| b d | | |
| b Cd | | |
| b ccc | | |
| b aac | | |
| b baaac | | |
| aaaaccc | | |
| aabb cc | | |
| A bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dD | | |
| bbBdddd | | |
| b Cd | | |
| b cd | | |
| b ccc | | |
| b aac | | |
| b baaac | | |
| aaaaccc | | |
| Aabb cc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| bbbBdCd | | |
| b cd | | |
| b cd | | |
| b ccc | | |
| b aac | | |
| b baaac | | |
| Aaaaaccc | | |
| aabb cc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| Ddd B | | |
| bbbbdcd | | |
| b Cd | | |
| b cd | | |
| b ccc | | |
| b aac | | |
| b baaac | | |
| Aaaaaaccc | | |
| aabb cc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| ddd bB | | |
| D bbbbdCd | | |
| b cd | | |
| b cd | | |
| b ccc | | |
| b aac | | |
| A b baaac | | |
| aaaaaaccc | | |
| aabb cc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| B | | |
| ddd bbC | | |
| d bbbbdcd | | |
| D b cd | | |
| b cd | | |
| b ccc | | |
| b aac | | |
| aAb baaac | | |
| aaaaaaccc | | |
| aabb cc | | |
| a bb cc | | |
| a | | |
-------------- | |
Generation: algorithm.iteration=1134 | |
results['episode_reward_mean']=20428.95 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| C | | |
| D | | |
| | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| b | | |
| cC | | |
| D | | |
| | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B | | |
| b | | |
| C | | |
| cc | | |
| Dd | | |
| | | |
| aaA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Bb | | |
| b | | |
| c | | |
| cC | | |
| Ddd | | |
| | | |
| aaaA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| bb | | |
| b | | |
| c | | |
| Dcc | | |
| ddC | | |
| A | | |
| aaaa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Bb | | |
| bb | | |
| b | | |
| D c | | |
| dcc | | |
| ddcA | | |
| Ca | | |
| aaaa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| Bbb | | |
| b | | |
| Dd c | | |
| dccA | | |
| ddca | | |
| ca | | |
| aaCa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| bbb | | |
| DB b | | |
| dd c | | |
| dccaA | | |
| ddca | | |
| ca | | |
| aaca | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| Dbbb | | |
| Bb b | | |
| dd c A | | |
| dccaa | | |
| ddca | | |
| ca | | |
| aaca | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| Ddbbb | | |
| Bbb b A | | |
| dd c a | | |
| dccaa | | |
| ddca | | |
| ca | | |
| aaca | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D bb | | |
| ddbbb | | |
| bbb b a | | |
| Bdd c A | | |
| dccaa | | |
| ddca | | |
| ca | | |
| aaca | | |
| cC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd bb | | |
| ddbbb | | |
| bbb b A | | |
| Bbdd c a | | |
| dccaa | | |
| ddca | | |
| ca | | |
| aacC | | |
| cc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bb | | |
| Dddbbb | | |
| bbb bAa | | |
| bbdd c a | | |
| B dccaa | | |
| ddca | | |
| ca | | |
| aaccC | | |
| cc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bb | | |
| Ddddbbb | | |
| bbb Aaa | | |
| bbdd c a | | |
| Bb dccaa | | |
| ddca | | |
| ca | | |
| aaccc | | |
| ccC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bb | | |
| ddddbbb | | |
| D bbbAaaa | | |
| bbdd c a | | |
| bb dccaa | | |
| B ddca | | |
| ca | | |
| aaccc | | |
| cccC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bb | | |
| ddddbbb | | |
| d bbbaaaa | | |
| DbbddAc a | | |
| bb dccaa | | |
| b ddca | | |
| B ca | | |
| aacccC | | |
| cccc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bb | | |
| ddddbbb | | |
| d bbbaaaa | | |
| dbbdAac a | | |
| Db dccaa | | |
| b ddca | | |
| bB ca C | | |
| aacccc | | |
| cccc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bb | | |
| ddddbbb | | |
| d bbbaaaa | | |
| dbbdaAc a | | |
| db dccaa | | |
| D ddca | | |
| bb ca cC| | |
| B aacccc | | |
| cccc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bb | | |
| ddddbbb | | |
| d bbbaaaa | | |
| dbbdaaA a | | |
| db dccaa | | |
| dD ddca C| | |
| bb ca cc| | |
| b aacccc | | |
| B cccc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bb | | |
| ddddbbb | | |
| d bbbaaaa | | |
| dbbdaaa a | | |
| db dcAaa C| | |
| ddD ddca c| | |
| bb ca cc| | |
| b aacccc | | |
| b cccc | | |
| B cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1135 | |
results['episode_reward_mean']=20353.86 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D B | | |
| C | | |
| | | |
| | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D b | | |
| B | | |
| C | | |
| | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d b | | |
| b | | |
| B | | |
| C | | |
| aaA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| d b | | |
| b | | |
| b | | |
| B | | |
| aaCA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| d b | | |
| b | | |
| b | | |
| bA | | |
| aaBa | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| dd | | |
| d b | | |
| b | | |
| bA | | |
| ba | | |
| aBba | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| dd | | |
| d b | | |
| b | | |
| Aa | | |
| ba | | |
| Bbba | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| dd | | |
| d b | | |
| b | | |
| aa | | |
| Aa | | |
| bbba | | |
| B cC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| dd | | |
| d b | | |
| b | | |
| aa | | |
| Aaa | | |
| bbbC | | |
| b cc | | |
| B cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D dd | | |
| d b | | |
| b | | |
| aa | | |
| aAa | | |
| bbbcC | | |
| b cc | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d dd | | |
| D d b | | |
| b | | |
| aa | | |
| AaaC | | |
| bbbcc | | |
| Bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d dd | | |
| d d b | | |
| D b | | |
| aaC | | |
| aaac | | |
| BbAbcc | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d dd | | |
| d d b | | |
| Dd b C | | |
| aac | | |
| aaac | | |
| BbAabcc | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d dd | | |
| d d b | | |
| dd bCc | | |
| D aac | | |
| B aaac | | |
| bAaabcc | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d dd | | |
| d d bC | | |
| dd bcc | | |
| dDB aac | | |
| b aaac | | |
| Aaaabcc | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d dd C | | |
| d d bc | | |
| ddB bcc | | |
| ddD aac | | |
| b aaac | | |
| aaaabcc | | |
| Abb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd C | | |
| d dd c | | |
| dB d bc | | |
| ddb bcc | | |
| ddd aac | | |
| D aaac | | |
| aaaabcc | | |
| Aabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd C | | |
| ddd c | | |
| dBdd c | | |
| db d bc | | |
| ddb bcc | | |
| ddd aac | | |
| dD aaac | | |
| aaaabcc | | |
| aabb cc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| C | | |
| dd c | | |
| dBd c | | |
| dbdd c | | |
| db d bc | | |
| ddb bcc | | |
| ddd aac | | |
| dd aaac | | |
| aDaabcc | | |
| Aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| Cc | | |
| dd c | | |
| dbB c | | |
| dbdd c | | |
| db d bc | | |
| ddb bcc | | |
| ddd aac | | |
| dd aaac | | |
| AadDabcc | | |
| aabb cc | | |
| a bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1136 | |
results['episode_reward_mean']=20365.09 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| C | | |
| DB | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| c | | |
| DbC | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| c | | |
| Dbc | | |
| bC | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| c | | |
| Dbc | | |
| bc | | |
| BbC | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| c | | |
| Dbc | | |
| bc | | |
| bbc | | |
| B C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| c | | |
| Dbc | | |
| bc | | |
| bbC | | |
| Bb c | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| a | | |
| A c | | |
| dDc | | |
| bC | | |
| Bbbc | | |
| bb c | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| a | | |
| aDc | | |
| Adc | | |
| B bc | | |
| bbbC | | |
| bb c | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| aD | | |
| adc | | |
| adc | | |
| BbAbc | | |
| bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| ad | | |
| adc | | |
| B adc | | |
| bbabc | | |
| bAbc | | |
| bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| ad | | |
| B adc | | |
| b adc | | |
| bbabc | | |
| Aabc | | |
| bb c | | |
| Cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| B ad | | |
| b adc | | |
| b adc | | |
| bbabc | | |
| Aaabc | | |
| bb c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Ddd | | |
| B d | | |
| b ad | | |
| b adc | | |
| b adc | | |
| bbabc | | |
| Aaaabc | | |
| bb c | | |
| Cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| Bb d | | |
| b ad | | |
| b adc | | |
| b adc | | |
| bbabc | | |
| aaaabc | | |
| A bbCc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| B ddd | | |
| bb d | | |
| b ad | | |
| b adc | | |
| b adc | | |
| bbabc | | |
| Aaaabc | | |
| a bbcC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| Bdd | | |
| b ddd | | |
| bb d | | |
| b ad | | |
| b adc | | |
| b adc | | |
| Abbabc | | |
| aaaabc | | |
| a bbccC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| Bdd | | |
| b ddd | | |
| bb d | | |
| b ad | | |
| b adc | | |
| b adc | | |
| Aabbabc | | |
| aaaabcC | | |
| a bbccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| Bdd | | |
| b ddd | | |
| bb d | | |
| b ad | | |
| b adc | | |
| A b adc | | |
| aabbabcC | | |
| aaaabcc | | |
| a bbccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| Bdd | | |
| b ddd | | |
| bb d | | |
| b ad | | |
| A b adc | | |
| a b adc | | |
| aabbabccC | | |
| aaaabcc | | |
| a bbccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| Bdd | | |
| b ddd | | |
| bb d | | |
| b ad | | |
| aAb adc | | |
| a b adc C | | |
| aabbabccc | | |
| aaaabcc | | |
| a bbccc | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=1137 | |
results['episode_reward_mean']=20499.88 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| B C | | |
| | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| b c | | |
| B C | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| b c | | |
| b C | | |
| BA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Ddd | | |
| d | | |
| b c | | |
| b C | | |
| bA | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dddd | | |
| d | | |
| b c | | |
| b c | | |
| AaC | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dddd | | |
| D d | | |
| b c | | |
| b c | | |
| aAc | | |
| b C | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dddd | | |
| dD d | | |
| b c | | |
| b c | | |
| Aac | | |
| Bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dddd | | |
| Dd d | | |
| b c | | |
| b c | | |
| Aac | | |
| Bb c | | |
| bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dddd | | |
| dD d | | |
| b c | | |
| b c | | |
| BaAc | | |
| bb c | | |
| bb c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dddd | | |
| ddDd | | |
| b c | | |
| b c | | |
| BbAac | | |
| bb c | | |
| bb cC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dddd | | |
| dddD | | |
| b c | | |
| B b c | | |
| bAaac | | |
| bb cC | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dddd | | |
| dddd | | |
| B b D | | |
| b b c | | |
| AaaacC | | |
| bb cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| dddd | | |
| Bdddd | | |
| b bDd | | |
| b b c | | |
| aaaaccC | | |
| Abb cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Bdddd | | |
| bdddd | | |
| b Ddd | | |
| b b c C | | |
| aaaaccc | | |
| Aabb cc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| bdddd | | |
| bdddd | | |
| bDddd C | | |
| b b c c | | |
| aaaaccc | | |
| aabb cc | | |
| A bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B | | |
| b | | |
| bdddd | | |
| bDddd C | | |
| bdddd c | | |
| b b c c | | |
| aaaaccc | | |
| aabb cc | | |
| a bb cc | | |
| A cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB | | |
| b | | |
| bDddd | | |
| bddddCc | | |
| bdddd c | | |
| b b c c | | |
| aaaaccc | | |
| aabb cc | | |
| A bb cc | | |
| a cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbB | | |
| bD | | |
| bddddC | | |
| bddddcc | | |
| bdddd c | | |
| b b c c | | |
| aaaaccc | | |
| Aabb cc | | |
| a bb cc | | |
| a cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbbB | | |
| Dd C | | |
| bddddc | | |
| bddddcc | | |
| bdddd c | | |
| b b c c | | |
| Aaaaaccc | | |
| aabb cc | | |
| a bb cc | | |
| a cc | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| bbbb C | | |
| dd c | | |
| Dddddc | | |
| bddddcc | | |
| bdddd c | | |
| b b c c | | |
| Aaaaaaccc | | |
| aabb cc | | |
| a bb cc | | |
| a cc | | |
-------------- | |
Generation: algorithm.iteration=1138 | |
results['episode_reward_mean']=20698.12 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| C | | |
| D | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| b | | |
| DC | | |
| d | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Bb | | |
| Db | | |
| dc | | |
| dC | | |
| aaA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| bb | | |
| DBb | | |
| dc | | |
| dc | | |
| aaCA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dbb | | |
| Bbb | | |
| dc | | |
| dcA | | |
| aaca | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Ddbb | | |
| bbb | | |
| BdcA | | |
| dca | | |
| aaca | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| ddbb | | |
| bbb | | |
| BbdcaA | | |
| dca | | |
| aaca | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| ddbb | | |
| bbb | | |
| BbbdcaaA | | |
| dca | | |
| aaca | | |
| cC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| ddbb | | |
| bbb A | | |
| bBbdcaaa | | |
| dca | | |
| aacC | | |
| cc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| ddbb | | |
| Bbbb aA| | |
| bbbdcaaa | | |
| dca | | |
| aaccC | | |
| cc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| ddbb | | |
| bbbb aa| | |
| bBbdcaaaA| | |
| dca | | |
| aaccc | | |
| ccC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| ddbb | | |
| bbbb aa| | |
| bbBdcaaaa| | |
| dca A| | |
| aaccc | | |
| cccC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| ddbb | | |
| bbbb aa| | |
| bbbdcaaaa| | |
| Bdca Aa| | |
| aacccC | | |
| cccc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| D ddbb | | |
| bbbb aa| | |
| bbbdcaaaa| | |
| Bbdca Ca| | |
| aacccA | | |
| cccc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d ddbb | | |
| D bbbb aa| | |
| bbbdcaaaa| | |
| bBdca cC| | |
| aaccca | | |
| cccA | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d ddbb | | |
| Dd bbbb aa| | |
| bbBdcaaaC| | |
| bbdca cc| | |
| aaccca | | |
| ccca | | |
| cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d ddbb | | |
|Ddd bbbb aC| | |
| bbbdcaaac| | |
| bBdca cc| | |
| aaccca | | |
| ccca | | |
| ccAa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d ddbb | | |
|dDd bbbb Cc| | |
| bbbdcaaac| | |
| bbdca cc| | |
| Baccca | | |
| ccca | | |
| cAaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d ddbb | | |
|Ddd bbbb Ccc| | |
| bbbdcaaac| | |
| bbdca cc| | |
| baccca | | |
| B ccca | | |
| Aaaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d ddbb | | |
|ddd bbbbCccc| | |
|D bbbdcaaac| | |
| bbdca cc| | |
| baccca | | |
| b Acca | | |
| B aaaa | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1139 | |
results['episode_reward_mean']=20908.27 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| CD | | |
| | | |
| | | |
| BA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| Dd | | |
| | | |
| | | |
| ba | | |
| BA | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| dD | | |
| | | |
| | | |
| ba | | |
| baA | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| dCD | | |
| | | |
| | | |
| baA | | |
| baa | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| dDC | | |
| | | |
| | | |
| baaA | | |
| Bbaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| Ddc | | |
| C | | |
| A | | |
| Bbaaa | | |
| bbaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dc | | |
| ddc | | |
| cA | | |
| Ca | | |
| Bbbaaa | | |
| bbaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Ddc | | |
| ddcA | | |
| ca | | |
| B ca | | |
| bbbaCa | | |
| bbaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| ddc | | |
| ddcaA | | |
| B ca | | |
| b ca | | |
| bbbaca | | |
| bbaC | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| ddc | | |
| B ddcAa | | |
| b ca | | |
| b ca | | |
| bbbaca | | |
| bbac | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| Bddc A | | |
| b ddcaa | | |
| b ca | | |
| b ca | | |
| bbbaca | | |
| bbac | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| Bd | | |
| bddc aA | | |
| b ddcaa | | |
| b ca | | |
| b ca | | |
| bbbaca | | |
| bbacC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| Bd | | |
| bd | | |
| bddc aa | | |
| b ddcaA | | |
| b ca | | |
| b ca | | |
| bbbacC | | |
| bbacc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| bB | | |
| bd | | |
| bddc aa | | |
| b ddcaa | | |
| b caA | | |
| b ca | | |
| bbbaccC | | |
| bbacc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|Dddd | | |
| Bb | | |
| bd | | |
| bddc aa | | |
| b ddcaa | | |
| b caaA | | |
| b caC | | |
| bbbaccc | | |
| bbacc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|D bB | | |
| bd | | |
| bddc aa | | |
| b ddcaa | | |
| b caaA | | |
| b caC | | |
| bbbaccc | | |
| bbacc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d bbB | | |
|D bd | | |
| bddc aa | | |
| b ddcaa | | |
| b caCa | | |
| b cacA | | |
| bbbaccc | | |
| bbacc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd | | |
|d bbbB | | |
|d bd | | |
|D bddc aa | | |
| b ddcaa | | |
| b caca | | |
| b caCa | | |
| bbbacccA | | |
| bbacc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd B | | |
|d bbbb | | |
|d bd | | |
|d bddc aa | | |
|D b ddcaa | | |
| b caCa | | |
| b caca | | |
| bbbaccca | | |
| bbacc A | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
|dddd bB | | |
|d bbbb | | |
|d bd | | |
|d bddc aa | | |
|d b ddcaa | | |
|D b caca | | |
| b caCa | | |
| bbbaccca | | |
| bbacc a | | |
| bb cc A | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1140 | |
results['episode_reward_mean']=21079.87 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| C | | |
| | | |
| BA | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| C | | |
| A | | |
| ba | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| cC | | |
| Aa | | |
| ba | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Ddd | | |
| ccC | | |
| aa | | |
| Aa | | |
| bb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| ddd | | |
| ccc | | |
| Ca | | |
| aA | | |
| bb | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| ddd | | |
| ccc | | |
| ca | | |
| CaA | | |
| bb | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| ddd | | |
| ccc | | |
| ca | | |
| cAa | | |
| bC | | |
| bb | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| ddd | | |
| ccc | | |
| cA | | |
| caa | | |
| bc | | |
| BbbC | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| ddd | | |
| ccc | | |
| Aa | | |
| caa | | |
| B bc | | |
| bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| dd | | |
| d | | |
| ddd | | |
| ccc | | |
| aa | | |
| Aaa | | |
| Bb bc | | |
| bbbc | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D dd | | |
| d | | |
| ddd | | |
| ccc | | |
| aa | | |
| B Aaaa | | |
| bb bc | | |
| bbbcC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| D d | | |
| ddd | | |
| ccc | | |
| B aa | | |
| b Aaaaa | | |
| bb bcC | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d d | | |
| D ddd | | |
| B ccc | | |
| b aa | | |
| b aaaaa | | |
| bbAbccC | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d d | | |
| d Bddd | | |
| D b ccc | | |
| b aa | | |
| b aaaaa | | |
| bAabccc | | |
| bbbccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d Bd | | |
| d bddd | | |
| d b ccc | | |
| D b aa | | |
| b aaaaa | | |
| Aaabccc | | |
| bbbcccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d Bd | | |
| d bd | | |
| d bddd | | |
| d b ccc | | |
| d b aa | | |
| D b aaaaa | | |
| aaabcccC | | |
| Abbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d bB | | |
| d bd | | |
| d bddd | | |
| d b ccc | | |
| d b aa | | |
| dDb aaaaaC | | |
| aaabcccc | | |
| Aabbbcccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d bbB | | |
| d bd | | |
| d bddd | | |
| d b ccc | | |
| d b aa | | |
| ddb aaaaacC| | |
| Daaabcccc | | |
| aabbbcccc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d bbbB | | |
| d bd | | |
| d bddd | | |
| d b ccc | | |
| d b aa C| | |
| ddb aaaaacc| | |
| dDaabcccc | | |
| aabbbcccc | | |
| a bb cc | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| ddd B | | |
| d bbbb | | |
| d bd | | |
| d bddd | | |
| d b ccc C| | |
| d b aa c| | |
| ddb aaaaacc| | |
| ddDabcccc | | |
| aabbbcccc | | |
| a bb cc | | |
| aA | | |
-------------- | |
Generation: algorithm.iteration=1141 | |
results['episode_reward_mean']=21144.93 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| CA | | |
| D | | |
| B | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| AC | | |
| Dd | | |
| b | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| acC | | |
| ADd | | |
| b | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| acc | | |
| DdC | | |
| A | | |
| b | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dcc | | |
| ddc | | |
| a C | | |
| A | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dDc | | |
| ddc | | |
| a c | | |
| Aa C | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ddD | | |
| ddc | | |
| a c | | |
| Ba c | | |
| Ab C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ddd | | |
| ddD | | |
| a c | | |
| Bba c | | |
| Aab c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ddd | | |
| dDd | | |
| B a c | | |
| bba c | | |
| Aaab c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ddd | | |
| B Ddd | | |
| b a c | | |
| bba c | | |
| aAab cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B ddd | | |
| bDddd | | |
| b a c | | |
| bba cC | | |
| Aaab cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| b ddd | | |
| bdddd | | |
| bDa cC | | |
| Abba cc | | |
| aaab cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| b | | |
| b ddd | | |
| bdddd | | |
| bda cc | | |
| AabDa cC | | |
| aaab cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B | | |
| b | | |
| b | | |
| b ddd | | |
| bdddd | | |
| A bda cc | | |
| aabdD ccC | | |
| aaab cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB | | |
| b | | |
| b | | |
| b ddd | | |
| bdddd | | |
|Aa bdD cc | | |
| aabdd ccc | | |
| aaab ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbB | | |
| b | | |
| b | | |
| b ddd | | |
|A bdDdd | | |
|aa bdd cc | | |
| aabdd ccc | | |
| aaab cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbbB | | |
| b | | |
| b | | |
| b ddd | | |
|aA bDddd | | |
|aa bdd cc | | |
| aabdd cccC | | |
| aaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| bbbb | | |
| b | | |
| b | | |
| bDddd | | |
|aaAbdddd | | |
|aa bdd cc C | | |
| aabdd cccc | | |
| aaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bB | | |
| bbbb | | |
| b | | |
| bD | | |
| bdddd | | |
|aaabdddd | | |
|aaAbdd cc c | | |
| aabdd cccC | | |
| aaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| bb | | |
| bbbb | | |
| bD | | |
| bd | | |
| bdddd | | |
|aaabdddd | | |
|aaabdd cc c | | |
| aAbdd ccCc | | |
| aaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1142 | |
results['episode_reward_mean']=20950.47 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| C | | |
| B | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| | | |
| c | | |
| Cb | | |
| aAB | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| | | |
| C | | |
| cb | | |
| aBA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| | | |
| cC | | |
| cb | | |
| aAa | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| | | |
| cc | | |
| cC | | |
| aaA | | |
| bB | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dD | | |
| d | | |
| d | | |
| d | | |
| | | |
| cc | | |
| cc | | |
| aaCA | | |
| bbB | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dD | | |
| d | | |
| d | | |
| | | |
| cc | | |
| cc | | |
| aacBA | | |
| bCb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddD | | |
| d | | |
| d | | |
| | | |
| cc | | |
| cc | | |
| aacbBA | | |
| bcb | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddD | | |
| d | | |
| d | | |
| | | |
| cc | | |
| cc | | |
| aacbbB | | |
| bcb A | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| d D | | |
| d | | |
| | | |
| cc | | |
| cc B | | |
| aacbbb | | |
| bcC a | | |
| cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| d d | | |
| d D | | |
| | | |
| cc B | | |
| cc b | | |
| aacCbb | | |
| bcc a | | |
| ccAa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| d d | | |
| d D | | |
| | | |
| cc B | | |
| cc b | | |
| aaccCb | | |
| bcc a | | |
| cAaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| d d | | |
| d D | | |
| | | |
| cc B | | |
| cc b | | |
| aacccb | | |
| bccCa | | |
| Aaaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| d d | | |
| d D | | |
| | | |
| cc B | | |
| cc b | | |
| aacccb | | |
| bAccC | | |
| aaaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| d d | | |
| d D | | |
| | | |
| cc B | | |
| cc b | | |
| aaAccC | | |
| baccc | | |
| aaaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| d d | | |
| d D | | |
| | | |
| cc B | | |
| cc C | | |
| aAaccc | | |
| baccc | | |
| aaaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| d d | | |
| d D | | |
| | | |
| cc B | | |
| cc C | | |
| aaAccc | | |
| baccc | | |
| aaaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| d d | | |
| d D | | |
| | | |
| cc B | | |
| cc cC| | |
| aaaAcc | | |
| baccc | | |
| aaaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| d d | | |
| d D | | |
| | | |
| cc BC| | |
| cc cc| | |
| aaAacc | | |
| baccc | | |
| aaaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| d d | | |
| d D | | |
| C| | |
| cc Bc| | |
| cc cc| | |
| aAaacc | | |
| baccc | | |
| aaaa | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1143 | |
results['episode_reward_mean']=21121.98 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| CD | | |
| | | |
| A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| Cd | | |
| | | |
| Aa | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| cC | | |
| | | |
| aA | | |
| bb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| ccC | | |
| | | |
| aaA | | |
| bb | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Ddd | | |
| d | | |
| ccc | | |
| C | | |
| aaaA | | |
| bb | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| d | | |
| ccc | | |
| c | | |
| aCAa | | |
| bb | | |
| bb | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| ccc | | |
| c | | |
| aAaa | | |
| bC | | |
| Bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| ddd | | |
| d | | |
| ccc | | |
| c | | |
| aaAa | | |
| B bc | | |
| bbbC | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| ddd | | |
| d | | |
| ccc | | |
| cA | | |
| aaaa | | |
| Bb bc | | |
| bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| ddd | | |
| d | | |
| ccc | | |
| Aa | | |
| B aaaa | | |
| bb bc | | |
| bbbc | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Dddd | | |
| ddd | | |
| d | | |
| ccc | | |
| B aa | | |
| b aAaa | | |
| bb bc | | |
| bbbcC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| D ddd | | |
| d | | |
| B ccc | | |
| b aa | | |
| b Aaaa | | |
| bb bcC | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| d ddd | | |
| D B d | | |
| b ccc | | |
| b aa | | |
| b aaaa | | |
| bb AccC | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| d Bddd | | |
| d b d | | |
| D b ccc | | |
| b aa | | |
| b aaaC | | |
| bbAaccc | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddBd | | |
| d bddd | | |
| d b d | | |
| d b ccc | | |
| D b aaC | | |
| b aaac | | |
| bAaaccc | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddbB | | |
| d bddd | | |
| d b d | | |
| d b ccc C | | |
| dDb aac | | |
| b aaac | | |
| Aaaaccc | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddbbB | | |
| d bddd | | |
| d b d | | |
| d b cccCc | | |
| ddD aac | | |
| b aaac | | |
| aaaaccc | | |
| Abbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddbbbB | | |
| d bddd | | |
| d b d C | | |
| d b ccccc | | |
| dddD aac | | |
| b aaac | | |
| aaaaccc | | |
| Aabbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| ddbbbb | | |
| d bddd C | | |
| d b d c | | |
| d b ccccc | | |
| ddddD aac | | |
| b aaac | | |
| aaaaccc | | |
| aabbbcc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| ddbbbb | | |
| d bddd c | | |
| d b d C | | |
| d b ccccc | | |
| dddddDaac | | |
| b aaac | | |
| aaaaccc | | |
| Aabbbcc | | |
| a bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1144 | |
results['episode_reward_mean']=21203.5 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DC | | |
| B A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DdcA | | |
| b Ca | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DddcaA | | |
| b ca | | |
| b C | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dddcaaA | | |
| b ca | | |
| b c | | |
| b C | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d A | | |
| dddcaaa | | |
| b ca | | |
| b c | | |
| b c | | |
| Bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d Aa | | |
| dddcaaa | | |
| b ca | | |
| b c | | |
| Bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d aa | | |
| dddcaAa | | |
| b ca | | |
| Bb c | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| d aa | | |
| dddcAaa | | |
| b ca | | |
| Bbb c | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| d aa | | |
| dddAaaa | | |
| B b ca | | |
| bbb c | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| d | | |
| d aa | | |
| Bdddaaaa | | |
| b b Aa | | |
| bbb c C | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| d | | |
| d | | |
| Bd aa | | |
| bdddaaaa | | |
| b bAaa C | | |
| bbb c c | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| D d | | |
| Bd | | |
| bd aa | | |
| bdddaaaC | | |
| b baaa c | | |
| bbbAc c | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| dBd | | |
| Dbd | | |
| bd aC | | |
| bdddaaac | | |
| b baaa c | | |
| bbAac c | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dBd | | |
| dbd | | |
| dbd C | | |
| Dbd ac | | |
| bdddaaac | | |
| b baaa c | | |
| bAaac c | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbB | | |
| dbd C | | |
| dbd c | | |
| Ddbd ac | | |
| bdddaaac | | |
| b baaa c | | |
| Aaaac c | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbbB | | |
| dbd Cc | | |
| dbd c | | |
| dDbd ac | | |
| bdddaaac | | |
| b baaa c | | |
| aaaac c | | |
| Abb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbbbB | | |
| dbd cc | | |
| dbd Cc | | |
| ddDd ac | | |
| bdddaaac | | |
| b baaa c | | |
| aaaac c | | |
| Aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd B | | |
| dbbbb | | |
| dbd cc | | |
| dbd cc | | |
| dddD Cc | | |
| bdddaaac | | |
| b baaa c | | |
| aaaac c | | |
| aAbb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd bB | | |
| dbbbb | | |
| dbd cc | | |
| dbd cc | | |
| ddddD Ccc | | |
| bdddaaac | | |
| b baaa c | | |
| aaaac c | | |
| Aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| ddd bb | | |
| dbbbb | | |
| dbd cc | | |
| dbd cc | | |
| dddddD ccc | | |
| bdddaCac | | |
| b baaa c | | |
| aaaac c | | |
| aAbb cccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1145 | |
results['episode_reward_mean']=21132.84 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| | | |
| DA | | |
| | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| | | |
| AD | | |
| | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| C | | |
| DA | | |
| | | |
| Bbb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| cC | | |
| dD | | |
| A | | |
| bbb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| cC | | |
| dD | | |
| aA | | |
| bbb | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| cc | | |
| dDC | | |
| aaA | | |
| bbb | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| cc | | |
| Ddc | | |
| aCaA | | |
| bbb | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| cc | | |
| Dddc | | |
| acAa | | |
| BbbC | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| cc | | |
| D cc | | |
| dddc | | |
| acaA | | |
| Bbbbc | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dcc | | |
| d cc | | |
| dddc | | |
| B acAa | | |
| bbbbc | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dcc | | |
| d cc | | |
| Bdddc | | |
| b acaA | | |
| bbbbc | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dcc | | |
| Bd cc | | |
| bdddc | | |
| b acAa | | |
| bbbbc | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| Bdcc | | |
| bd cc | | |
| bdddc | | |
| b aAaa | | |
| bbbbcC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| Bd | | |
| bdcc | | |
| bd cc | | |
| bdddc | | |
| b AaCa | | |
| bbbbcc | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| Bd | | |
| bd | | |
| bdcc | | |
| bd cc | | |
| bdddc | | |
| b aaca | | |
| bbbAcC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| DbB | | |
| bd | | |
| bdcc | | |
| bd cc | | |
| bdddc | | |
| b aaca | | |
| bbAaccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dbbB | | |
| bd | | |
| bdcc | | |
| bd cc | | |
| bdddc | | |
| b aaca | | |
| bbaAccc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| DbbbB | | |
| bd | | |
| bdcc | | |
| bd cc | | |
| bdddc | | |
| b aaca | | |
| bbAaccc | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| Dbd | | |
| bdcc | | |
| bd cc | | |
| bdddc | | |
| b aaca | | |
| bAaacccC | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb | | |
| dbd | | |
| Dbdcc | | |
| bd cc | | |
| bdddc | | |
| b aacaC | | |
| Aaaacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1146 | |
results['episode_reward_mean']=21117.46 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| C | | |
| BA | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| C | | |
| c | | |
| ba | | |
| BA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| Cd | | |
| c | | |
| c | | |
| ba | | |
| baA | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| cC | | |
| c | | |
| c | | |
| ba | | |
| baaA | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| cc | | |
| cC | | |
| c | | |
| ba | | |
| baaaA | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| dd | | |
| cc | | |
| ccC | | |
| c | | |
| ba A | | |
| baaaa | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| dd | | |
| ccC | | |
| ccc | | |
| c A | | |
| ba a | | |
| Bbaaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| dd | | |
| cccC | | |
| ccc | | |
| c Aa | | |
| ba a | | |
| Bbbaaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| dd C | | |
| cccc | | |
| ccc | | |
| c Aaa | | |
| B ba a | | |
| bbbaaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd C | | |
| D dd c | | |
| cccc | | |
| ccc | | |
| B c aaa | | |
| b baA a | | |
| bbbaaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd C | | |
| ddd c | | |
| d dd c | | |
| D cccc | | |
| B ccc | | |
| b c aaa | | |
| b bAa a | | |
| bbbaaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| C | | |
| dd c | | |
| ddd c | | |
| d dd c | | |
| dB cccc | | |
| Db ccc | | |
| b cAaaa | | |
| b baa a | | |
| bbbaaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| cC | | |
| dd c | | |
| ddd c | | |
| dBdd c | | |
| db cccc | | |
| Ddb ccc | | |
| b Aaaaa | | |
| b baa a | | |
| bbbaaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| ccC | | |
| dd c | | |
| dBd c | | |
| dbdd c | | |
| db cccc | | |
| ddb ccc | | |
| D b aaaaa | | |
| b Aaa a | | |
| bbbaaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| ccc | | |
| dd c C | | |
| dbB c | | |
| dbdd c | | |
| db cccc | | |
| ddb ccc | | |
| dDb aaaaa | | |
| b aaa a | | |
| bbAaaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| ccc | | |
| dd c c | | |
| dbbB c C | | |
| dbdd c | | |
| db cccc | | |
| ddb ccc | | |
| ddD aaaaa | | |
| b aaa a | | |
| bAaaaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| ccc | | |
| dd c c | | |
| dbbbB c c | | |
| dbdd c C | | |
| db cccc | | |
| ddb ccc | | |
| dddDaaaaa | | |
| b aaa a | | |
| Aaaaaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| ccc | | |
| dd B c c | | |
| dbbbb c c | | |
| dbdd c c | | |
| db cccc C | | |
| ddb ccc | | |
| ddddaaaaa | | |
| ADaaa a | | |
| aaaaaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| ccc | | |
| dd bBc c | | |
| dbbbb c c | | |
| dbdd c c | | |
| db cccc c | | |
| ddb ccc C | | |
| ddAdaaaaa | | |
| adDaa a | | |
| aaaaaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| Bccc | | |
| dd bbc c | | |
| dbbbb c c | | |
| dbdd c c | | |
| db cccc c | | |
| ddA ccc c | | |
| ddadaaaaaC | | |
| addDa a | | |
| aaaaaaa | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1147 | |
results['episode_reward_mean']=21352.14 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| A | | |
| C | | |
| B | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| C a | | |
| c A | | |
| b | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Ddd | | |
| cC a | | |
| c aA | | |
| b | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| ddd | | |
| ccCa | | |
| c aaA | | |
| b | | |
| b | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| ddd | | |
| ccca | | |
| c CaAa | | |
| b | | |
| b | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| ddd | | |
| ccca | | |
| c cAaa | | |
| b C | | |
| b | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| ddd | | |
| ccca | | |
| c Aaaa | | |
| b c | | |
| Bb C | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| ddd | | |
| ccca | | |
| c aaaa | | |
| b A | | |
| Bbb c | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| ddd | | |
| ccca | | |
| c aaaa | | |
| B bAa | | |
| bbb c | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Dddd | | |
| d | | |
| ddd | | |
| ccca | | |
| B c aaaa | | |
| b baa | | |
| bbbAc | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| D d | | |
| ddd | | |
| B ccca | | |
| b c aaaa | | |
| b baa | | |
| bbAac | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| d d | | |
| D Bddd | | |
| b ccca | | |
| b c aaaa | | |
| b baa | | |
| bAaacC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| d Bd | | |
| d bddd | | |
| D b ccca | | |
| b c aaaa | | |
| b baaC | | |
| Aaaacc | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddBd | | |
| d bd | | |
| d bddd | | |
| d b ccca | | |
| D b c aaaa | | |
| b baac | | |
| aaaacC | | |
| Abb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddbB | | |
| d bd | | |
| d bddd | | |
| d b ccca | | |
| dDb c aaaa | | |
| b baac | | |
| aaaaccC | | |
| Aabb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddbbB | | |
| d bd | | |
| d bddd | | |
| d b ccca | | |
| ddD c aaaa | | |
| b baac | | |
| aaaaccc | | |
| aabb ccC | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddbbbB | | |
| d bd | | |
| d bddd | | |
| d b ccca | | |
| dddDc aaaa | | |
| b baac | | |
| aaaaccc | | |
| Aabb cccC | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| ddbbbb | | |
| d bd | | |
| d bddd | | |
| d b ccca | | |
| ddddc aaaa | | |
| bDbaac | | |
| AaaaacccC | | |
| aabb cccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| ddbbbb | | |
| d bd | | |
| d bddd | | |
| d b ccca | | |
| ddddc aaaa | | |
| bdDaac C | | |
| Aaaaaacccc | | |
| aabb cccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| dd bb | | |
| ddbbbb | | |
| d bd | | |
| d bddd | | |
| d b ccca | | |
| ddddc aaaC | | |
| A bddaac c | | |
| aaaaDacccc | | |
| aabb cccc | | |
| a bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1148 | |
results['episode_reward_mean']=21267.62 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| D | | |
| C | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| D | | |
| C | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| aaA | | |
| Dd | | |
| c | | |
| Cb | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| aaa | | |
| Ddd A | | |
| c | | |
| cC | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D aaa | | |
| ddd aA | | |
| cC | | |
| cc | | |
| bb | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d aaaA | | |
| ddC aa | | |
| cc | | |
| cc | | |
| Bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d aaaaA| | |
| ddcC aa | | |
| cc | | |
| Bcc | | |
| bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d aaaaa| | |
| ddcc aaA| | |
| ccC | | |
| Bbcc | | |
| bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| d aaaaa| | |
| ddcc aaa| | |
| B ccc A| | |
| bbccC | | |
| bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| d aaaaa| | |
| Bddcc aaa| | |
| b ccc Aa| | |
| bbccc | | |
| bbbC | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| d | | |
| Bd aaaaa| | |
| bddcc aaa| | |
| b ccc aa| | |
| bbccc A | | |
| bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| d | | |
| Bd | | |
| bd aaaaa| | |
| bddcc aaa| | |
| b ccc aa| | |
| bbccc a | | |
| bbbc A | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| DBd | | |
| bd | | |
| bd aaaaa| | |
| bddcc aaa| | |
| b ccc aa| | |
| bbccc a | | |
| bbbcC a | | |
| bb cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dBd | | |
| dbd | | |
| Dbd | | |
| bd aaaaa| | |
| bddcc aaa| | |
| b ccc aa| | |
| bbcccC a | | |
| bbbcc a | | |
| bb cc a | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbB | | |
| dbd | | |
| dbd | | |
| Dbd aaaaa| | |
| bddcc aaa| | |
| b ccc aa| | |
| bbccccCa | | |
| bbbcc a | | |
| bb cc a | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbbB | | |
| dbd | | |
| dbd | | |
| dDd aaaaa| | |
| bddcc aaa| | |
| b ccc aa| | |
| bbccccca | | |
| bbbccCa | | |
| bb ccAa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbbbB | | |
| dbd | | |
| dbd | | |
| Ddd aaaaa| | |
| bddcc aaa| | |
| b ccc aa| | |
| bbccccca | | |
| bbbcccC | | |
| bb cAaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd B | | |
| dbbbb | | |
| dbd | | |
| dbd | | |
| Dddd aaaaa| | |
| bddcc aaa| | |
| b ccc aa| | |
| bbcccccC | | |
| bbbcccc | | |
| bb Aaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd bB | | |
| dbbbb | | |
| dbd | | |
| dbd | | |
| dDdd aaaaa| | |
| bddcc aaa| | |
| b ccc Ca| | |
| bbcccccc | | |
| bbbAccc | | |
| bb aaaa | | |
| aa | | |
-------------- | |
-------------- | |
| B | | |
| ddd bb | | |
| dbbbb | | |
| dbd | | |
| dbd | | |
| dddd aaaaa| | |
| Dbddcc aaa| | |
| b ccc cC| | |
| bbccAccc | | |
| bbbaccc | | |
| bb aaaa | | |
| aa | | |
-------------- | |
Generation: algorithm.iteration=1149 | |
results['episode_reward_mean']=21222.4 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| | | |
| DB | | |
| | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| D | | |
| db | | |
| B | | |
| c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D aa | | |
| d A | | |
| db | | |
| b | | |
| B c | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d aa | | |
| d aA | | |
| db | | |
| b | | |
| b c | | |
| B c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d aa | | |
| d aaA | | |
| db | | |
| b | | |
| b c | | |
| b cC | | |
| B cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d aa | | |
| d aaa | | |
| db A | | |
| b | | |
| b cC | | |
| b cc | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d aa | | |
| d aaa | | |
| db aA | | |
| b | | |
| b ccC | | |
| Bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d aa | | |
| d aaa | | |
| db aa | | |
| b A | | |
| Bb ccc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d aa | | |
| d aaa | | |
| db aa | | |
| b a | | |
| Bbb cccA | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| d aa | | |
| d aaa | | |
| db aa | | |
| B b a | | |
| bbb cccC | | |
| bb cccA | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| D d aa | | |
| d aaa | | |
| Bdb aa | | |
| b b C | | |
| bbb cccc | | |
| bb ccca | | |
| bb cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d d aa | | |
| DBd aaa | | |
| bdb aa | | |
| b b c | | |
| bbb cccC | | |
| bb ccca | | |
| bb ccAa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| dBd aa | | |
| Ddbd aaa | | |
| bdb aa | | |
| b b C | | |
| bbb cccc | | |
| bb ccca | | |
| bb cAaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| dbd aa | | |
| ddbd aaa | | |
| D bdb aa | | |
| b b cC| | |
| bbb cccc | | |
| bb ccca | | |
| bb Aaaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbd aa | | |
| ddbd aaa | | |
| dDbdb aaC| | |
| b b cc| | |
| bbb cccc | | |
| bb Acca | | |
| bb aaaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbd aa | | |
| ddbd aaa | | |
| ddDdb aCc| | |
| b b cc| | |
| bbb Accc | | |
| bb acca | | |
| bb aaaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbd aa | | |
| ddbd aaa | | |
| dddDb Ccc| | |
| b b cc| | |
| bbbAaccc | | |
| bb acca | | |
| bb aaaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbd aa | | |
| ddbD aaC | | |
| ddddb ccc| | |
| b b cc| | |
| bbAaaccc | | |
| bb acca | | |
| bb aaaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd | | |
| dbd aa | | |
| ddbdD aCc | | |
| ddddb ccc| | |
| b b cc| | |
| bAaaaccc | | |
| bb acca | | |
| bb aaaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb | | |
| dbd | | |
| dbd aaC | | |
| ddbddDacc | | |
| ddddb ccc| | |
| b b cc| | |
| Aaaaaccc | | |
| bb acca | | |
| bb aaaa | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1150 | |
results['episode_reward_mean']=21326.53 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| D | | |
| A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cD | | |
| Cd | | |
| aA | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| cd | | |
| cd | | |
| CaA | | |
| Bbb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| cd | | |
| cdA | | |
| caa | | |
| bbC | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| cd | | |
| cdaA | | |
| caa | | |
| bbc | | |
| b C | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dD | | |
| d | | |
| d | | |
| cd | | |
| cdAa | | |
| caa | | |
| bbc | | |
| b c | | |
| Bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| cd | | |
| cAaa | | |
| caa | | |
| bbc | | |
| Bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dD | | |
| d | | |
| d | | |
| cd | | |
| Aaaa | | |
| caa | | |
| Bbbc | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| cd | | |
| aaaa | | |
| Aaa | | |
| BbbbcC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| cd | | |
| aaaa | | |
| B Aaaa | | |
| bbbbccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| cd | | |
| B aaaa | | |
| b aaaa | | |
| bbbAccc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| d | | |
| d | | |
| B cd | | |
| b aaaa | | |
| b aaaa | | |
| bbAaccc | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| D d | | |
| B d | | |
| b cd | | |
| b aaaa | | |
| b aaaa | | |
| bAaacccC | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| B dDd | | |
| b d | | |
| b cd | | |
| b aaaa | | |
| b aaaaC | | |
| Aaaacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B dDdd | | |
| b ddd | | |
| b d | | |
| b cd | | |
| b aaaC | | |
| b aaaac | | |
| aaaacccc | | |
| Abb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB Dddd | | |
| b ddd | | |
| b d | | |
| b cd C | | |
| b aaac | | |
| b aaaac | | |
| aaaacccc | | |
| Aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB Dddd | | |
| b ddd | | |
| b d C | | |
| b cd c | | |
| b aaac | | |
| b aaaac | | |
| aaaacccc | | |
| aabb cccc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB Dddd | | |
| b ddd C | | |
| b d c | | |
| b cd c | | |
| b aaac | | |
| b aaaac | | |
| aaaacccc | | |
| Aabb cccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB Dddd | | |
| b dddCc | | |
| b d c | | |
| b cd c | | |
| b aaac | | |
| b aaaac | | |
| aaaacccc | | |
| aAbb cccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB Dddd | | |
| b dddcc | | |
| b dCc | | |
| b cd c | | |
| b aaac | | |
| b aaaac | | |
| aaaacccc | | |
| Aabb cccc | | |
| a bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1151 | |
results['episode_reward_mean']=21411.89 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| | | |
| BC | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| | | |
| | | |
| bc | | |
| AaBC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| | | |
| | | |
| bc | | |
| aAbc | | |
| BC | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| | | |
| | | |
| bc | | |
| Aabc | | |
| Bbc | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| | | |
| | | |
| bc | | |
| aBbc | | |
| Abbc | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dd | | |
| | | |
| | | |
| Bbc | | |
| abbc | | |
| aAbcC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dd | | |
| | | |
| | | |
| bbc | | |
| aBbc | | |
| AabccC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| dd | | |
| | | |
| | | |
| bbc | | |
| abbc | | |
| AaBbcccC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| dd | | |
| | | |
| | | |
| bbc | | |
| abbc C | | |
| Aaabbcccc | | |
| B cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| D dd | | |
| | | |
| | | |
| bbc C | | |
| abbc c | | |
| aaabbcccc | | |
| A Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d dd | | |
| D | | |
| C | | |
| bbc c | | |
| abbc c | | |
| AaBbbcccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d dd | | |
| Dd C | | |
| c | | |
| bbc c | | |
| Bbbc c | | |
| aabbbcccc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d dd C | | |
|Ddd c | | |
| c | | |
| bbc c | | |
| Bbbbc c | | |
| aabbbcccc | | |
| a bb cc | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d dd c | | |
|ddd C | | |
|D c | | |
| B bbc c | | |
| bbbbc c | | |
| aabbbcccc | | |
| A bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d dd c | | |
|ddd Cc | | |
|d B c | | |
|D b bbc c | | |
| bbbbc c | | |
| aabbbcccc | | |
| a bb cc | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d dd c | | |
|dddB Ccc | | |
|d b c | | |
|d b bbc c | | |
|D bbbbc c | | |
| aabbbcccc | | |
| A bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| dBdd C c | | |
|dddb ccc | | |
|d b c | | |
|d b bbc c | | |
|d bbbbc c | | |
|D Aabbbcccc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd C | | |
| dbdd c c | | |
|dddb ccc | | |
|d b c | | |
|d b bbc c | | |
|d Abbbbc c | | |
|dDaabbbcccc | | |
| a bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd C | | |
| dbd c | | |
| dbdd c c | | |
|dddb ccc | | |
|d b c | | |
|d b bbc c | | |
|dAabbbbc c | | |
|ddaabbbcccc | | |
| Da bb cc | | |
| a | | |
-------------- | |
-------------- | |
| | | |
| dd C | | |
| dbB c | | |
| dbd c | | |
| dbdd c c | | |
|dddb ccc | | |
|d b c | | |
|dA b bbc c | | |
|daabbbbc c | | |
|ddaabbbcccc | | |
| dD bb cc | | |
| a | | |
-------------- | |
Generation: algorithm.iteration=1152 | |
results['episode_reward_mean']=21474.68 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| B | | |
| | | |
| A C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| | | |
| b | | |
| B | | |
| aAc | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| | | |
| b | | |
| A | | |
| aBc | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| d | | |
| | | |
| b | | |
| aA | | |
| Bbc | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| d | | |
| | | |
| b | | |
| aaA | | |
| bbc | | |
| B cC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| | | |
| b | | |
| aAa | | |
| bbcC | | |
| b cc | | |
| B cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| dd | | |
| d | | |
| | | |
| b | | |
| aaA | | |
| bbccC | | |
| b cc | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| dd | | |
| d | | |
| | | |
| b | | |
| aAaC | | |
| bbccc | | |
| Bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| dd | | |
| d | | |
| | | |
| b C | | |
| aaAc | | |
| Bbbccc | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| ddddd | | |
| dd | | |
| d | | |
| C | | |
| b c | | |
| aaac | | |
| bBbcAc | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddddd | | |
| dd | | |
| d | | |
| Cc | | |
| b c | | |
| Baaac | | |
| bbbAac | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Dddddd | | |
| dd | | |
| dC | | |
| cc | | |
| Bb c | | |
| baaac | | |
| bbAaac | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddddd | | |
| D ddC | | |
| dc | | |
| B cc | | |
| bb c | | |
| baaac | | |
| bAaaac | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddddddC | | |
| d ddc | | |
| D B dc | | |
| b cc | | |
| bb c | | |
| baaac | | |
| Aaaaac | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd C | | |
| ddddddc | | |
| d Bddc | | |
| d b dc | | |
| D b cc | | |
| bb c | | |
| baaac | | |
| Aaaaaac | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd c | | |
| dddBddC | | |
| d bddc | | |
| d b dc | | |
| Dd b cc | | |
| bb c | | |
| baaac | | |
| Aaaaaaac | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B c | | |
| dddbddc | | |
| d bddC | | |
| d b dc | | |
| dD b cc | | |
| bb c | | |
| baaac | | |
| Aaaaaaaac | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| dd b c | | |
| dddbddc | | |
| d bddc | | |
| d b dC | | |
| Dd b cc | | |
| bb c | | |
| A baaac | | |
| aaaaaaaac | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| bB | | |
| dd b c | | |
| dddbddc | | |
| d bddC | | |
| d b dc | | |
| dD b cc | | |
| bb c | | |
|Aa baaac | | |
| aaaaaaaac | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| bbB | | |
| dd b c | | |
| dddbddc | | |
| d bddc | | |
| d b dC | | |
| Dd b cc | | |
|A bb c | | |
|aa baaac | | |
| aaaaaaaac | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1153 | |
results['episode_reward_mean']=21584.55 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D CA | | |
| B | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d ca | | |
| CA | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d ca | | |
| CcaA | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d ca | | |
| cCaaA | | |
| b | | |
| bB | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| d ca A | | |
| ccCaa | | |
| b | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| d ca aA | | |
| cccaa | | |
| bC | | |
| Bbb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| d ca aa | | |
| cccaaA | | |
| bc | | |
| bbC | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| d ca aa | | |
| cccaaa | | |
| bc A | | |
| bbc | | |
| Bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| d ca aa | | |
| cccaaa | | |
| bc a | | |
| Bbbc A | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D dd | | |
| d | | |
| d | | |
| d | | |
| d ca aa | | |
| cccaaa | | |
| B bc a | | |
| bbbcC a | | |
| bb cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| D d | | |
| d | | |
| d | | |
| d ca aa | | |
| cccaaa | | |
| Bb bcC a | | |
| bbbcc A | | |
| bb cc a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d d | | |
| D d | | |
| d | | |
| d ca aa | | |
| B cccaaa | | |
| bb bccCa | | |
| bbbcc a | | |
| bb cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d d | | |
| d d | | |
| D d | | |
| Bd ca aa | | |
| b cccaaa | | |
| bb bccca | | |
| bbbccCa | | |
| bb cc a | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d d | | |
| d d | | |
| d Bd | | |
| D bd ca aa | | |
| b cccaaa | | |
| bb bccca | | |
| bbbcccC | | |
| bb cc a | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d d | | |
| d Bd | | |
| d bd | | |
| d bd ca aa | | |
| D b cccaaa | | |
| bb bcccC | | |
| bbbcccc | | |
| bb ccAa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d Bd | | |
| d bd | | |
| d bd | | |
| d bd ca aa | | |
| d b cccaaC | | |
| D bb bcccc | | |
| bbbcccc | | |
| bb cAaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d Bd | | |
| d bd | | |
| d bd | | |
| d bd | | |
| d bd ca aa | | |
| d b cccaacC| | |
| d bb bcccc | | |
| D bbbcccc | | |
| bb Aaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d bB | | |
| d bd | | |
| d bd | | |
| d bd | | |
| d bd ca aaC| | |
| d b cccaacc| | |
| d bb bcccc | | |
| d bbbAccc | | |
| D bb aaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d bbB | | |
| d bd | | |
| d bd | | |
| d bd C| | |
| d bd ca aac| | |
| d b cccaacc| | |
| d bb bAccc | | |
| d bbbaccc | | |
| dD bb aaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d bbbB | | |
| d bd | | |
| d bd | | |
| d bd Cc| | |
| d bd ca aac| | |
| d b cccaacc| | |
| d bb Aaccc | | |
| d bbbaccc | | |
| ddDbb aaaa | | |
| aa | | |
-------------- | |
Generation: algorithm.iteration=1154 | |
results['episode_reward_mean']=21542.1 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| C | | |
| A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| C | | |
| c | | |
| aA | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| cC | | |
| c | | |
| aaA | | |
| b | | |
| bB | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| ccC | | |
| c A | | |
| aaa | | |
| b | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| ccc | | |
| c C aA | | |
| aaa | | |
| b | | |
| Bbb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dd | | |
| ccc | | |
| c c aa | | |
| CaaA | | |
| b | | |
| bbb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dd | | |
| ccc | | |
| c c aa | | |
| caaa | | |
| bC A | | |
| bbb | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| dd | | |
| d | | |
| dd | | |
| ccc | | |
| c c aa | | |
| caaa | | |
| bc a | | |
| BbbC A | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D dd | | |
| d | | |
| dd | | |
| ccc | | |
| c c aa | | |
| caaa | | |
| B bc a | | |
| bbbc a | | |
| bb C A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| D d | | |
| dd | | |
| ccc | | |
| c c aa | | |
| caaa | | |
| Bb bc a | | |
| bbbC A | | |
| bb c a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d d | | |
| D dd | | |
| ccc | | |
| c c aa | | |
| B caaa | | |
| bb bc a | | |
| bbbc a | | |
| bb C A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d d | | |
| d dd | | |
| D ccc | | |
| B c c aa | | |
| b caaa | | |
| bb bc a | | |
| bbbc a | | |
| bb cC a | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d d | | |
| d dd | | |
| d B ccc | | |
| D b c c aa | | |
| b caaa | | |
| bb bc a | | |
| bbbcC a | | |
| bb cc a | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d d | | |
| d Bdd | | |
| d b ccc | | |
| dDb c c aa | | |
| b caaa | | |
| bb bcC a | | |
| bbbcc a | | |
| bb ccAa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d Bd | | |
| d bdd | | |
| d b ccc | | |
| ddD c c aa | | |
| b caaa | | |
| bb bccCa | | |
| bbbcc a | | |
| bb cAaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d Bd | | |
| d bd | | |
| d bdd | | |
| d b ccc | | |
| ddd c c aa | | |
| D caaa | | |
| bb bccca | | |
| bbbcACa | | |
| bb caaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d bB | | |
| d bd | | |
| d bdd | | |
| d b ccc | | |
| ddd c c aa | | |
| dD caaa | | |
| bb bccca | | |
| bbbAacC | | |
| bb caaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d bbB | | |
| d bd | | |
| d bdd | | |
| d b ccc | | |
| ddd c c aa | | |
| dd caaa | | |
| bD bAccC | | |
| bbbaacc | | |
| bb caaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d bbbB | | |
| d bd | | |
| d bdd | | |
| d b ccc | | |
| ddd c c aa | | |
| dd caaC | | |
| bdDAaccc | | |
| bbbaacc | | |
| bb caaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd B | | |
| d bbbb | | |
| d bd | | |
| d bdd | | |
| d b ccc | | |
| ddd c c aC | | |
| dd caac | | |
| bdAaaccc | | |
| bDbaacc | | |
| bb caaa | | |
| aa | | |
-------------- | |
Generation: algorithm.iteration=1155 | |
results['episode_reward_mean']=21443.19 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| CA | | |
| B | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| Cca | | |
| A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| C | | |
| cca | | |
| aA | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| cC | | |
| cca | | |
| aaA | | |
| bb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| ccC | | |
| cca | | |
| aaa | | |
| bb A | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| ccc | | |
| ccC | | |
| aaa | | |
| bb a | | |
| bb A | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dd | | |
| ccc | | |
| ccc | | |
| Caa | | |
| bb A | | |
| bb a | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dd | | |
| ccc | | |
| ccc | | |
| caA | | |
| bC a | | |
| Bbb a | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| dd | | |
| ccc | | |
| ccc A | | |
| caa | | |
| B bc a | | |
| bbbC a | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| dd | | |
| ccc | | |
| cccAa | | |
| caa | | |
| Bb bc a | | |
| bbbc a | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| D dd | | |
| ccc | | |
| ccAaa | | |
| B caa | | |
| bb bc a | | |
| bbbc a | | |
| bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d dd | | |
| D ccc | | |
| B ccaaa | | |
| b Aaa | | |
| bb bc a | | |
| bbbc a | | |
| bb c | | |
| Cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d dd | | |
| DdB ccc | | |
| b ccaaa | | |
| b Aaaa | | |
| bb bc a | | |
| bbbc a | | |
| bbCc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| dBdd | | |
| dDb ccc | | |
| b ccaaa | | |
| b aaaa | | |
| bb Ac a | | |
| bbbc a | | |
| bbcC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| dbdd | | |
| Ddb ccc | | |
| b ccaaa | | |
| b aaaa | | |
| bbAac a | | |
| bbbC a | | |
| bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbdd | | |
| ddb ccc | | |
| D b ccaaa | | |
| b aaaa | | |
| bAaac a | | |
| bbbc a | | |
| bbcC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbdd | | |
| ddb ccc | | |
| dDb ccaaa | | |
| b aaaa | | |
| Aaaac a | | |
| bbbC a | | |
| bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbdd | | |
| ddb ccc | | |
| ddD ccaaa | | |
| b aaaa | | |
| aaaac a | | |
| AbbbcCa | | |
| bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbdd | | |
| ddb ccc | | |
| dddDccaaa | | |
| b aaaa | | |
| aaaacCa | | |
| Aabbbcca | | |
| bbcc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd | | |
| dbdd | | |
| ddb ccc | | |
| ddddDcaaa | | |
| b aaCa | | |
| Aaaaacca | | |
| aabbbcca | | |
| bbcc | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=1156 | |
results['episode_reward_mean']=21409.36 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D A | | |
| C | | |
| B | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d aA | | |
| Cc | | |
| b | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| C aa | | |
| cc A | | |
| b | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| cC aa | | |
| cc aA | | |
| b | | |
| bb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| ccCaa | | |
| cc aa | | |
| b A | | |
| bb | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| dd | | |
| cccaa | | |
| ccC aa | | |
| b a | | |
| bb A | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| d | | |
| dd | | |
| cccaa | | |
| ccc aa | | |
| C a | | |
| bb a | | |
| bb A | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| dd | | |
| cccaa | | |
| ccc aa | | |
| c a | | |
| bC a | | |
| Bbb a | | |
| bb A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dddd | | |
| d | | |
| d | | |
| dd | | |
| cccaa | | |
| ccc aa | | |
| c a | | |
| B bc a | | |
| bbbC a | | |
| bb a | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| D d | | |
| d | | |
| dd | | |
| cccaa | | |
| ccc aa | | |
| c a | | |
| Bb bc a | | |
| bbbc a | | |
| bb C a | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| d d | | |
| D d | | |
| dd | | |
| cccaa | | |
| ccc aa | | |
| B c a | | |
| bb bc a | | |
| bbbc a | | |
| bb cCAa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| d d | | |
| d d | | |
| D dd | | |
| cccaa | | |
| B ccc aa | | |
| b c a | | |
| bb bc a | | |
| bbbcC a | | |
| bb cAaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| d d | | |
| d d | | |
| d dd | | |
| D B cccaa | | |
| b ccc aa | | |
| b c a | | |
| bb bcC a | | |
| bbbcA a | | |
| bb caaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| d d | | |
| d d | | |
| d Bdd | | |
| d b cccaa | | |
| D b ccc aa | | |
| b c a | | |
| bb bcACa | | |
| bbbca a | | |
| bb caaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| d d | | |
| d Bd | | |
| d bdd | | |
| d b cccaa | | |
| dDb ccc aa | | |
| b cA a | | |
| bb bcaca | | |
| bbbcaCa | | |
| bb caaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| d Bd | | |
| d bd | | |
| d bdd | | |
| d b cccaa | | |
| ddD cccAaa | | |
| b ca a | | |
| bb bcaca | | |
| bbbcacC | | |
| bb caaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| d bB | | |
| d bd | | |
| d bdd | | |
| d b cccaa | | |
| ddd ccAaaa | | |
| D ca a | | |
| bb bcacC | | |
| bbbcacc | | |
| bb caaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| d bbB | | |
| d bd | | |
| d bdd | | |
| d b cccaa | | |
| ddd cAaaaa | | |
| dD ca C | | |
| bb bcacc | | |
| bbbcacc | | |
| bb caaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dddd | | |
| d bbbB | | |
| d bd | | |
| d bdd | | |
| d b cccaa | | |
| ddd Aaaaaa | | |
| dd ca cC| | |
| bD bcacc | | |
| bbbcacc | | |
| bb caaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dddd B | | |
| d bbbb | | |
| d bd | | |
| d bdd | | |
| d b cccaa | | |
| dddAaaaaaaC| | |
| dd ca cc| | |
| bdDbcacc | | |
| bbbcacc | | |
| bb caaa | | |
| aa | | |
-------------- | |
Generation: algorithm.iteration=1157 | |
results['episode_reward_mean']=21444.94 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| D | | |
| | | |
| C A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Bb | | |
| D | | |
| | | |
| C aA | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Bb | | |
| D | | |
| C | | |
| c aaA | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| bb | | |
| CD | | |
| c A | | |
| c aaa | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| bB | | |
| bb | | |
| CD | | |
| c aA | | |
| c aaa | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B | | |
| bb | | |
| Cbb | | |
| Dd A | | |
| c aa | | |
| c aaa | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Bb | | |
| bb | | |
| cCb | | |
| dd aA| | |
| D aa | | |
| c aaa | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB | | |
| bb | | |
| ccb | | |
| dC aa| | |
| Dd aaA| | |
| c aaa | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbB | | |
| bb | | |
| ccb | | |
| dcC aa| | |
| dd aaa| | |
| Dc aaa A| | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbb | | |
| bbB | | |
| ccC | | |
| dcc aa| | |
| Dd aaa| | |
| dc aaaAa| | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbb | | |
| bbb | | |
| cccB | | |
| DdcC aa| | |
| dd aaa| | |
| dc aaaaa| | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbb | | |
| bbb | | |
| Dcccb | | |
| ddccB aa| | |
| dd C aaa| | |
| dc aaaaa| | |
| a | | |
| A | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbb | | |
| D bbb | | |
| dcccb | | |
| ddccB aa| | |
| dd C aaa| | |
| dc aaaaa| | |
| a | | |
| a | | |
| A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D bbb | | |
| d bbb | | |
| dcccb | | |
| ddccb aa| | |
| dd cBaaa| | |
| dc Caaaa| | |
| a | | |
| A | | |
| a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd bbb | | |
| d bbb | | |
| dcccb | | |
| ddccb aa| | |
| dd cBaaa| | |
| dc Caaaa| | |
| a | | |
| a | | |
| A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd bbb | | |
| d bbb | | |
| dcccb | | |
| ddccb aa| | |
| dd cbaaa| | |
| dc cBaaa| | |
| C a | | |
| A | | |
| a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd bbb | | |
| d bbb | | |
| dcccb | | |
| ddccb aa| | |
| dd cbaaa| | |
| dc Bbaaa| | |
| c a | | |
| C a | | |
| A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd bbb | | |
| d bbb | | |
| dcccb | | |
| ddccb aa| | |
| dd cbaaa| | |
| dc bbaaa| | |
| B a | | |
| c A | | |
| C a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd bbb | | |
| d bbb | | |
| dcccb | | |
| ddccb aa| | |
| dd cbaaa| | |
| dc bbaaa| | |
| Bb a | | |
| c a | | |
| cC A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| ddd bbb | | |
| d bbb | | |
| dcccb | | |
| ddccb aa| | |
| dd cbaaa| | |
| dc bbaaa| | |
| Bbb a | | |
| cC a | | |
| ccAa | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1158 | |
results['episode_reward_mean']=21546.03 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B D | | |
| C | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| bDd | | |
| B C | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Ddd | | |
| b C | | |
| BA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dddd | | |
| b C | | |
| bA | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dddd | | |
| b C | | |
| bA | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dddd | | |
| b C | | |
| bA | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| dddd | | |
| b c | | |
| AaC | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| dddd | | |
| b c | | |
| Aac | | |
| Bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| dddd | | |
| b c | | |
| Aac | | |
| Bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| dddd | | |
| b c | | |
| Baac | | |
| bA c | | |
| bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| dddd | | |
| b c | | |
| Bbaac | | |
| Aa c | | |
| bb c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d | | |
| d | | |
| dddd | | |
| B b c | | |
| bbaac | | |
| Aaa c | | |
| bb c | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| d | | |
| d | | |
| Bdddd | | |
| b b c | | |
| bbaac | | |
| Aaaa c | | |
| bb c C | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| D d | | |
| Bd | | |
| bdddd | | |
| b b c | | |
| Abbaac | | |
| aaaa c C | | |
| bb c c | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d d | | |
| DbB | | |
| bdddd | | |
| b b c | | |
| Aabbaac | | |
| aaaa c cC | | |
| bb c c | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d B | | |
| dbb | | |
| Dbdddd | | |
| A b b c | | |
| aabbaac C | | |
| aaaa c cc | | |
| bb c c | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d B | | |
| d b | | |
| dbb | | |
| dDdddd | | |
|Aa b b c C | | |
| aabbaac c | | |
| aaaa c cc | | |
| bb c c | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddB | | |
| d b | | |
| d b | | |
| dbb | | |
|A dddddd C | | |
|aa D b c c | | |
| aabbaac c | | |
| aaaa c cc | | |
| bb c c | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddbB | | |
| d b | | |
| d b | | |
|A dbb C | | |
|a dddddd c | | |
|aa dDb c c | | |
| aabbaac c | | |
| aaaa c cc | | |
| bb c c | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddbbB | | |
| d b | | |
| d b C | | |
|aAdbb c | | |
|a ddDddd c | | |
|aa ddb c c | | |
| aabbaac c | | |
| aaaa c cc | | |
| bb c c | | |
| ccc | | |
-------------- | |
Generation: algorithm.iteration=1159 | |
results['episode_reward_mean']=21483.27 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| DB | | |
| | | |
| A | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| db | | |
| B | | |
| aC | | |
| Ac | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| db | | |
| b | | |
| acB | | |
| aC | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| db | | |
| b | | |
| aCb | | |
| acB | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| dd | | |
| db | | |
| Cb | | |
| acb | | |
| acB | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| dd | | |
| Cb | | |
| cb | | |
| acb | | |
| acB | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| Cd | | |
| cb | | |
| cb | | |
| acb | | |
| aBb | | |
| aaA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| DddCd | | |
| cd | | |
| cb | | |
| cb | | |
| acb | | |
| abb | | |
| aBaA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dddcd | | |
| Cd | | |
| cb | | |
| cb | | |
| acb | | |
| aBbA | | |
| abaa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dddcd | | |
| cd | | |
| Cb | | |
| cb | | |
| acbA | | |
| abba | | |
| aBaa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddddcd | | |
| cd | | |
| cb | | |
| Cb | | |
| acAa | | |
| abba | | |
| Bbaa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddddcd | | |
| D cd | | |
| cb | | |
| cb | | |
| aCaa | | |
| abAa | | |
| bbaa | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddddcd | | |
| d cd | | |
| D cb | | |
| Cb | | |
| acaa | | |
| aAaa | | |
| bbaa | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddddcd | | |
| d cd | | |
| d cb | | |
| D cC | | |
| acaa | | |
| aaaa | | |
| bAaa | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddddcd | | |
| d cd | | |
| d cC | | |
| Dd cc | | |
| acaa | | |
| aaaa | | |
| Aaaa | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddddcd | | |
| d cd | | |
| d cc | | |
| dd cC | | |
| D acaa | | |
| aaaa | | |
| Aaaa | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddddcd | | |
| d cd | | |
| d cc | | |
| dd cc | | |
| dD acCa | | |
| aaaa | | |
| Aaaa | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddddcd | | |
| d cd | | |
| d cc | | |
| dd cc | | |
| ddD acca | | |
| aaCa | | |
| Aaaa | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddddcd | | |
| d cd | | |
| d cc | | |
| dd cc | | |
| ddd acca | | |
| D aaca | | |
| AaCa | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddddcd | | |
| d cd | | |
| d cc | | |
| dd cc | | |
| ddd acca | | |
| dDaaca | | |
| Aaca | | |
| Bb C | | |
| bb | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1160 | |
results['episode_reward_mean']=21412.17 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| B | | |
| A C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| | | |
| A | | |
| B c | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| | | |
| aA | | |
| b c | | |
| B cC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| | | |
| aa | | |
| bAc | | |
| Bb cc | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| | | |
| aa | | |
| Aac | | |
| bb cc | | |
| B cC | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dd | | |
| | | |
| aa | | |
| aac | | |
| bA ccC | | |
| b cc | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dd | | |
| | | |
| aa | | |
| aac C | | |
| baAccc | | |
| b cc | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| dd | | |
| | | |
| aa | | |
| aac cC| | |
| bAaccc | | |
| Bb cc | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| dd | | |
| | | |
| aa C| | |
| aac cc| | |
| BAaaccc | | |
| bb cc | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| D dd | | |
| C| | |
| aa c| | |
| aac cc| | |
| BAaaaccc | | |
| bb cc | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d dd | | |
| D Cc| | |
| aa c| | |
| B aac cc| | |
| Aaaaaccc | | |
| bb cc | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d dd C | | |
| Dd cc| | |
| B aa c| | |
| b aac cc| | |
| aaaaaccc | | |
| Abb cc | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d dd Cc | | |
| ddB cc| | |
| D b aa c| | |
| b aac cc| | |
| aaaaaccc | | |
| Aabb cc | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| dBdd cc | | |
| ddb Ccc| | |
| dDb aa c| | |
| b aac cc| | |
| aaaaaccc | | |
| aabb cc | | |
| A bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| dbdd cc | | |
| ddb Cccc| | |
| ddD aa c| | |
| b aac cc| | |
| aaaaaccc | | |
| Aabb cc | | |
| a bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbdd Ccc | | |
| ddb cccc| | |
| ddd aa c| | |
| D aac cc| | |
| Aaaaaaccc | | |
| aabb cc | | |
| a bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbdd ccc | | |
| ddb Cccc| | |
| ddd aa c| | |
| dD aac cc| | |
| Aaaaaaaccc | | |
| aabb cc | | |
| a bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbdd Ccc | | |
| ddb cccc| | |
| ddd aa c| | |
| A ddDaac cc| | |
| aaaaaaaccc | | |
| aabb cc | | |
| a bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd C | | |
| dbdd ccc | | |
| ddb cccc| | |
| ddd aa c| | |
|Aa dddDac cc| | |
| aaaaaaaccc | | |
| aabb cc | | |
| a bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd Cc | | |
| dbdd ccc | | |
| ddb cccc| | |
|Addd aa c| | |
|aa ddddac cc| | |
| aaaaaDaccc | | |
| aabb cc | | |
| a bb | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1161 | |
results['episode_reward_mean']=21388.42 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B C | | |
| D | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| bBcD | | |
| Cd | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| bbDd | | |
| Bcd | | |
| aCA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| bDdd | | |
| bcd | | |
| BcaA | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dddd | | |
| bcd | | |
| BbcaaA | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Ddddd | | |
| bcd | | |
| bbcaaa | | |
| B c A | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| ddddd | | |
| bcd | | |
| bbcaaa | | |
| b cC a | | |
| B cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| ddddd | | |
| bcd | | |
| bbcCaa | | |
| b cc A | | |
| Bb cc a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| ddddd | | |
| bcd | | |
| bbccCa | | |
| Bb ccAa | | |
| bb cc a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| ddddd | | |
| bcd | | |
| BbbccAa | | |
| bb ccCa | | |
| bb cc a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| ddddd | | |
| bcdA | | |
| Bbbbccaa | | |
| bb cccC | | |
| bb cc a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| ddddd | | |
| B bcda | | |
| bbbbccAC | | |
| bb cccc | | |
| bb cc a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| Bddddd | | |
| b bcdaC | | |
| bbbbcAac | | |
| bb cccc | | |
| bb cc a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d | | |
| Bd | | |
| bddddd | | |
| b bcdacC| | |
| bbbbAaac | | |
| bb cccc | | |
| bb cc a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| Bd | | |
| bd | | |
| bddddd C| | |
| b bcdacc| | |
| bbbAaaac | | |
| bb cccc | | |
| bb cc a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| Dbd | | |
| bd C| | |
| bddddd c| | |
| b bcdacc| | |
| bbAaaaac | | |
| bb cccc | | |
| bb cc a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbd C| | |
| Dbd c| | |
| bddddd c| | |
| b bcdacc| | |
| bAaaaaac | | |
| bb cccc | | |
| bb cc a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd C| | |
| dbd c| | |
| Ddbd c| | |
| bddddd c| | |
| b bcdacc| | |
| Aaaaaaac | | |
| bb cccc | | |
| bb cc a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd Cc| | |
| dbd c| | |
| ddbd c| | |
| D bddddd c| | |
| b bcdacc| | |
| aaaaaaac | | |
| Abb cccc | | |
| bb cc a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd Ccc| | |
| dbd c| | |
| ddbd c| | |
| dDbddddd c| | |
| b bcdacc| | |
| aaaaaaac | | |
| Aabb cccc | | |
| bb cc a | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1162 | |
results['episode_reward_mean']=21246.94 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| A | | |
| C | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| b | | |
| A | | |
| c | | |
| D C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bb | | |
| b | | |
| a | | |
| A c | | |
| dDc | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bbb | | |
| b | | |
| A | | |
| aDc | | |
| ddc | | |
| c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B | | |
| bbb | | |
| b | | |
| Aa | | |
| Ddc | | |
| ddc | | |
| c | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Bb | | |
| bbb | | |
| b | | |
| aA | | |
| Dddc | | |
| ddc | | |
| c | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB | | |
| bbb | | |
| b | | |
| DaA | | |
| dddc | | |
| ddc | | |
| c | | |
| cC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Bb | | |
| bbb | | |
| D A | | |
| daa | | |
| dddc | | |
| ddc | | |
| c | | |
| cc | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bB | | |
| Dbb | | |
| d aA | | |
| daa | | |
| dddc | | |
| ddc | | |
| c | | |
| cc | | |
| ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bDB | | |
| dbb | | |
| d aa | | |
| daaA | | |
| dddc | | |
| ddc | | |
| c | | |
| cc | | |
| ccc | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| bdb | | |
| dBb | | |
| d aa | | |
| daAa | | |
| dddc | | |
| ddc | | |
| c | | |
| cc | | |
| ccc | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| bdb | | |
| Bbb | | |
| d aa | | |
| daaA | | |
| dddc | | |
| ddc | | |
| c | | |
| cc | | |
| cccC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| bdb | | |
| bbb | | |
| B aa | | |
| daaaA | | |
| dddc | | |
| ddc | | |
| c | | |
| cc C | | |
| cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| Dbdb | | |
| bbb | | |
| bBaa | | |
| daaaaA | | |
| dddc | | |
| ddc | | |
| c C | | |
| cc c | | |
| cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbdb | | |
| D bbb | | |
| Bbaa | | |
| daaaaa | | |
| dddc A | | |
| ddc C | | |
| c c | | |
| cc c | | |
| cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbdb | | |
| d bbb | | |
| D bBaa | | |
| daaaaa | | |
| dddc A | | |
| ddc C | | |
| c c | | |
| cc c | | |
| cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbdb | | |
| d bbb | | |
| d bbBa | | |
| D daaaaa | | |
| dddc A | | |
| ddc C | | |
| c c | | |
| cc c | | |
| cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbdb | | |
| d bbb | | |
| d bBba | | |
| Dd daaaaa | | |
| dddc A | | |
| ddc C | | |
| c c | | |
| cc c | | |
| cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbdb | | |
| d bbb | | |
| d bbBa | | |
| dd daaaaa | | |
| D dddc A | | |
| ddc C | | |
| c c | | |
| cc c | | |
| cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbdb | | |
| d bbb | | |
| d bbbB | | |
| dd daaaaa | | |
| dD dddc A | | |
| ddc C | | |
| c c | | |
| cc c | | |
| cccc | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=1163 | |
results['episode_reward_mean']=21082.14 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| A D | | |
| B | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| aDd | | |
| A b | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dc | | |
| adC | | |
| a b | | |
| ABb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dc | | |
| adc | | |
| a C | | |
| ABbb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| dc | | |
| adc | | |
| a c | | |
| abbC | | |
| AB | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| dc | | |
| adc | | |
| a c | | |
| abbc | | |
| Aab C | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| dd | | |
| dc | | |
| adc | | |
| a c | | |
| abbc | | |
| Aaab c | | |
| Bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Ddd | | |
| dd | | |
| dc | | |
| adc | | |
| a c | | |
| A abbc | | |
| aaBb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| dd | | |
| dc | | |
| adc | | |
| a c | | |
| Aa Bbbc | | |
| aabb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| ddd | | |
| dd | | |
| dc | | |
| adc | | |
| A a c | | |
| aaBbbbc | | |
| aabb cc | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| ddd | | |
| dd | | |
| dc | | |
| adc | | |
|Aa B a c | | |
| aabbbbc | | |
| aabb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Dd | | |
| ddd | | |
| dd | | |
| dc | | |
| B adc | | |
|aa b a c | | |
|Aaabbbbc | | |
| aabb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dd | | |
| Dddd | | |
| dd | | |
| B dc | | |
| b adc | | |
|aa b a c | | |
|aaabbbbc | | |
|A aabb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dd | | |
| dddd | | |
| DB dd | | |
| b dc | | |
| b adc | | |
|aa b a c | | |
|Aaabbbbc C | | |
|a aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dd | | |
| dBdd | | |
| db dd | | |
| Db dc | | |
| b adc | | |
|aa b a c C | | |
|aaabbbbc c | | |
|A aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dB | | |
| dbdd | | |
| db dd | | |
| Ddb dc | | |
| b adc C | | |
|aa b a c c | | |
|aaabbbbc c | | |
|aAaabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbdd | | |
| db dd | | |
|Dddb dc | | |
| b adc c | | |
|aa b a c C | | |
|aAabbbbc c | | |
|aaaabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbdd | | |
| db dd | | |
|dddb dc | | |
|D b adc c | | |
|aA b a c c | | |
|aaabbbbc C | | |
|aaaabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbdd | | |
| db dd | | |
|dddb dc | | |
|D b adc c | | |
|aA b a c C | | |
|aaabbbbc c | | |
|aaaabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbdd | | |
| db dd | | |
|dddb dc | | |
|D b adc c | | |
|aA b a c cC| | |
|aaabbbbc c | | |
|aaaabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1164 | |
results['episode_reward_mean']=21340.24 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| | | |
| D | | |
| AB | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| D | | |
| d | | |
| ABb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ccC | | |
| Dd | | |
| d | | |
| BAb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dcc | | |
| ddC | | |
| d | | |
| baA | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dcc | | |
| ddc | | |
| dC | | |
| baaA | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dcc | | |
| ddc | | |
| dcA | | |
| baCa | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| dcc | | |
| ddcA | | |
| dca | | |
| baca | | |
| Bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| d | | |
| dcc | | |
| ddAa | | |
| dca | | |
| Bbaca | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dcc | | |
| ddaa | | |
| dAa | | |
| Bbbaca | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| dd | | |
| d | | |
| dcc | | |
| ddaa | | |
| B Aaa | | |
| bbbaca | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| dd | | |
| d | | |
| dcc | | |
| B ddaa | | |
| b Aaaa | | |
| bbbacC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| dd | | |
| d | | |
| B dcc | | |
| b ddaa | | |
| b aaaa | | |
| bbAaccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D dd | | |
| B d | | |
| b dcc | | |
| b ddaa | | |
| b aaaa | | |
| bAaaccc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBdd | | |
| Db d | | |
| b dcc | | |
| b ddaa | | |
| b aaaa | | |
| AaaaccC | | |
| bb ccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbdd | | |
| db d | | |
| Db dcc | | |
| b ddaa | | |
| b aaaaC | | |
| aaaaccc | | |
| Abb ccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbdd | | |
| db d | | |
| Ddb dcc | | |
| b ddaaC | | |
| b aaaac | | |
| aaaaccc | | |
| Aabb ccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbdd | | |
| db d | | |
| dDb dcc C | | |
| b ddaac | | |
| b aaaac | | |
| aaaaccc | | |
| aabb ccc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbdd | | |
| db d | | |
| ddD dccCc | | |
| b ddaac | | |
| b aaaac | | |
| aaaaccc | | |
| aabb ccc | | |
| aAbb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbdd | | |
| db d C | | |
| dddDdcccc | | |
| b ddaac | | |
| b aaaac | | |
| aaaaccc | | |
| aabb ccc | | |
| aaAb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb | | |
| dbdd C | | |
| db d c | | |
| ddddDcccc | | |
| b ddaac | | |
| b aaaac | | |
| aaaaccc | | |
| aaAb ccc | | |
| aaab cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1165 | |
results['episode_reward_mean']=21402.19 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| CD | | |
| B | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C aA | | |
| Dd | | |
| b | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DC aa | | |
| dd A | | |
| b | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dcCaa | | |
| dd aA | | |
| b | | |
| Bbb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dccaaA | | |
| ddC aa | | |
| b | | |
| bbb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| dccaaaA| | |
| ddc aa | | |
| C | | |
| bbb | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| dccaaaa| | |
| ddc aaA| | |
| c | | |
| bbC | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| dccaaaa| | |
| ddc aaa| | |
| c A| | |
| bbc | | |
| Bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| ddd | | |
| d | | |
| d | | |
| dccaaaa| | |
| ddc aaa| | |
| c Aa| | |
| Bbbc | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| d | | |
| dccaaaa| | |
| ddc aaa| | |
| c aa| | |
| Bbbbc A | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Dddd | | |
| d | | |
| d | | |
| dccaaaa| | |
| ddc aaa| | |
| B c aa| | |
| bbbbc a | | |
| bb cC A | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dddd | | |
| d | | |
| d | | |
| dccaaaa| | |
| B ddc aaa| | |
| b c aa| | |
| bbbbcC a | | |
| bb cc a | | |
| bb cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| dddd | | |
| d | | |
| d | | |
| B dccaaaa| | |
| b ddc aaa| | |
| b c aa| | |
| bbbbccCa | | |
| bb cc a | | |
| bb cc a | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| Ddddd | | |
| d | | |
| B d | | |
| b dccaaaa| | |
| b ddc aaa| | |
| b c Caa| | |
| bbbbccca | | |
| bb cc a | | |
| bb cc a | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| ddddd | | |
| D B d | | |
| b d | | |
| b dccaaaa| | |
| b ddc Caa| | |
| b c caa| | |
| bbbbccca | | |
| bb cc a | | |
| bb ccAa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| ddBdd | | |
| d b d | | |
| D b d | | |
| b dccaCaa| | |
| b ddc caa| | |
| b c caa| | |
| bbbbccca | | |
| bb cc a | | |
| bb cAaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| ddbBd | | |
| d b d | | |
| d b d | | |
| D b dccCcaa| | |
| b ddc caa| | |
| b c caa| | |
| bbbbccca | | |
| bb cc a | | |
| bb Aaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| ddbbB | | |
| d b d | | |
| d b d C | | |
| d b dccccaa| | |
| D b ddc caa| | |
| b c caa| | |
| bbbbccca | | |
| bb Ac a | | |
| bb aaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| ddbbbB | | |
| d b d C | | |
| d b d c | | |
| d b dccccaa| | |
| dDb ddc caa| | |
| b c caa| | |
| bbbbAcca | | |
| bb ac a | | |
| bb aaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd B | | |
| ddbbbb C | | |
| d b d c | | |
| d b d c | | |
| d b dccccaa| | |
| ddD ddc caa| | |
| b c caa| | |
| bbbAacca | | |
| bb ac a | | |
| bb aaaa | | |
| aa | | |
-------------- | |
Generation: algorithm.iteration=1166 | |
results['episode_reward_mean']=21259.43 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DA | | |
| B | | |
| | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| da | | |
| b DA | | |
| B | | |
| c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| da | | |
| bDdaA | | |
| b | | |
| B c | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| da | | |
| DddaaA | | |
| b | | |
| b c | | |
| B c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| da | | |
| DdddaAa | | |
| b | | |
| b c | | |
| Bb cC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D da | | |
| ddddAaa | | |
| b | | |
| Bb cC | | |
| bb cc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d da | | |
| dddAaaa | | |
| b | | |
| Bbb ccC | | |
| bb cc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d da | | |
| dddaaaa | | |
| B b A | | |
| bbb ccc | | |
| bb ccC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d da | | |
| Bdddaaaa | | |
| b bAa | | |
| bbb ccc | | |
| bb cccC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| Bd da | | |
| bdddaaaa | | |
| b baa | | |
| bbbAccc | | |
| bb ccccC| | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| Bd | | |
| bd da | | |
| bdddaaaa | | |
| b baa | | |
| bbbaccc C| | |
| bbAccccc| | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| Bbd | | |
| bd da | | |
| bdddaaaa | | |
| b baa C| | |
| bbbAccc c| | |
| bbaccccc| | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| B d | | |
| bbd | | |
| bd da | | |
| bdddaaaaC| | |
| b baa c| | |
| bbAaccc c| | |
| bbaccccc| | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| DBd | | |
| bbd | | |
| bd da C| | |
| bdddaaaac| | |
| b baa c| | |
| bAaaccc c| | |
| bbaccccc| | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| Dbd C| | |
| bd da c| | |
| bdddaaaac| | |
| b baa c| | |
| Aaaaccc c| | |
| bbaccccc| | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbd Cc| | |
| Dbd da c| | |
| bdddaaaac| | |
| b baa c| | |
| aaaaccc c| | |
| Abbaccccc| | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbd Ccc| | |
| dDd da c| | |
| bdddaaaac| | |
| b baa c| | |
| aaaaccc c| | |
| Aabbaccccc| | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbd ccc| | |
| ddD daC c| | |
| bdddaaaac| | |
| b baa c| | |
| aaaaccc c| | |
| Aaabbaccccc| | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd | | |
| dbd ccc| | |
| dddD dCc c| | |
| bdddaaaac| | |
| b baa c| | |
| A aaaaccc c| | |
| aaabbaccccc| | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb | | |
| dbd | | |
| dbd Cccc| | |
| ddddDdcc c| | |
| bdddaaaac| | |
| A b baa c| | |
| a aaaaccc c| | |
| aaabbaccccc| | |
| cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1167 | |
results['episode_reward_mean']=21358.51 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| A | | |
| B C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| D | | |
| aA | | |
| b c | | |
| B C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| Dd | | |
| aaA | | |
| b c | | |
| b c | | |
| B C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| d | | |
| Ddd A | | |
| aaa | | |
| b c | | |
| b c | | |
| Bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D d | | |
| ddd aA | | |
| aaa | | |
| b c | | |
| Bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d d A | | |
| ddd aa | | |
| aaa | | |
| Bb cC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d d aA| | |
| ddd aa | | |
| aaa | | |
| Bbb ccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d d aa| | |
| ddd aaA| | |
| B aaa | | |
| bbb ccc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d d aa| | |
| Bddd aaa| | |
| b aaa A| | |
| bbb ccc | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d | | |
| Bd d aa| | |
| bddd aaa| | |
| b aaaAa| | |
| bbb cccC | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| Bd | | |
| bd d aa| | |
| bddd aaa| | |
| b aaaCa| | |
| bbb cccA | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| Bd | | |
| bd | | |
| bd d aa| | |
| bddd aaa| | |
| b aaacC| | |
| bbb ccca | | |
| bb cccA | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dBd | | |
| bd | | |
| bd | | |
| bd d aa| | |
| bddd aaC| | |
| b aaacc| | |
| bbb ccca | | |
| bb ccca | | |
| bb cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| DbB | | |
| bd | | |
| bd | | |
| bd d aC| | |
| bddd aac| | |
| b aaacc| | |
| bbb ccca | | |
| bb ccca | | |
| bb ccAa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dbbB | | |
| bd | | |
| bd | | |
| bd d Cc| | |
| bddd aac| | |
| b aaacc| | |
| bbb ccca | | |
| bb ccca | | |
| bb cAaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| dbbbB | | |
| bd | | |
| bd | | |
| bd d Ccc| | |
| bddd aac| | |
| b aaacc| | |
| bbb ccca | | |
| bb ccca | | |
| bb Aaaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd B | | |
| Ddbbbb | | |
| bd | | |
| bd | | |
| bd d Cccc| | |
| bddd aac| | |
| b aaacc| | |
| bbb ccca | | |
| bb Acca | | |
| bb aaaa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd bB | | |
| ddbbbb | | |
| D bd | | |
| bd C | | |
| bd d cccc| | |
| bddd aac| | |
| b aaacc| | |
| bbb Acca | | |
| bb acca | | |
| bb aaaa | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| ddd bb | | |
| ddbbbb | | |
| d bd C | | |
| D bd c | | |
| bd d cccc| | |
| bddd aac| | |
| b aaacc| | |
| bbbAacca | | |
| bb acca | | |
| bb aaaa | | |
| | | |
-------------- | |
-------------- | |
| bB | | |
| ddd bb | | |
| ddbbbb C | | |
| d bd c | | |
| d bd c | | |
| D bd d cccc| | |
| bddd aac| | |
| b Aaaacc| | |
| bbbaacca | | |
| bb acca | | |
| bb aaaa | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1168 | |
results['episode_reward_mean']=21484.09 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| AD | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DC | | |
| ad | | |
| A | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dc | | |
| adC | | |
| aA | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| dc | | |
| adC | | |
| aA | | |
| b | | |
| bB | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dD | | |
| dc | | |
| adC | | |
| aA | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| dc | | |
| adC | | |
| aA | | |
| b | | |
| bB | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dD | | |
| dc | | |
| adC | | |
| aA | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| dc | | |
| adC | | |
| aA | | |
| b | | |
| bB | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dD | | |
| dc | | |
| adC | | |
| aA | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| dc | | |
| adC | | |
| aA | | |
| b | | |
| bB | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| dc | | |
| adC | | |
| aA | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| dD | | |
| dc | | |
| adC | | |
| aA | | |
| b | | |
| Bbb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| dc | | |
| adc | | |
| AaC | | |
| Bb | | |
| bbb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| dc | | |
| adc | | |
| BaAc | | |
| bb C | | |
| bbb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| dd | | |
| dc | | |
| aAc | | |
| Bbaac | | |
| bb c | | |
| bbbC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| dd | | |
| dc | | |
| B aaA | | |
| bbaac | | |
| bb c | | |
| bbbcC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| dd | | |
| B dc | | |
| b aaaA | | |
| bbaac | | |
| bb cC | | |
| bbbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| B dd | | |
| b dcA | | |
| b aaaa | | |
| bbaac | | |
| bb ccC | | |
| bbbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| Bdd | | |
| b dd | | |
| b dAa | | |
| b aaaa | | |
| bbaac | | |
| bb cccC | | |
| bbbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| Bd | | |
| bdd | | |
| b dd | | |
| b daa | | |
| b aaAa | | |
| bbaac C | | |
| bb cccc | | |
| bbbcc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1169 | |
results['episode_reward_mean']=21512.3 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D C | | |
| | | |
| BA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d c | | |
| C | | |
| baA | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d c | | |
| c | | |
| baCA | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d c | | |
| c | | |
| bacaA | | |
| b C | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| d c | | |
| c A | | |
| bacaa | | |
| Bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| d | | |
| d c A | | |
| c a | | |
| Bbacaa | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| d | | |
| d c aA | | |
| c a | | |
| Bbbacaa | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| d | | |
| d A | | |
| d c aa | | |
| B c a | | |
| bbbacCa | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| d | | |
| d | | |
| d Aa | | |
| Bd c aa | | |
| b c a | | |
| bbbaccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d d | | |
| d | | |
| d | | |
| Bd aa | | |
| bd c Aa | | |
| b c a | | |
| bbbaccc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| d | | |
| Bd | | |
| bd aa | | |
| bd cAaa | | |
| b c a | | |
| bbbaccc | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| DBd | | |
| bd | | |
| bd aa | | |
| bd Aaaa | | |
| b c a | | |
| bbbacccC | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dBd | | |
| dbd | | |
| Dbd | | |
| bd aa | | |
| bd aaaa | | |
| b A aC | | |
| bbbacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbB | | |
| dbd | | |
| dbd | | |
| Dbd aa | | |
| bd aaaC | | |
| b Aa ac | | |
| bbbacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbbB | | |
| dbd | | |
| dbd | | |
| Ddbd aC | | |
| bd aaac | | |
| b Aaa ac | | |
| bbbacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbbbB | | |
| dbd | | |
| Ddbd C | | |
| ddbd ac | | |
| bd aaac | | |
| b aaa ac | | |
| bbAacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd B | | |
| dbbbb | | |
| dbd | | |
| ddbd c | | |
| Ddbd aC | | |
| bd aaac | | |
| b aaa ac | | |
| bAaacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd bB | | |
| dbbbb | | |
| dbd | | |
| ddbd c | | |
|Dddbd Cc | | |
| bd aaac | | |
| b aaa ac | | |
| baaacccc | | |
| Ab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| ddd bb | | |
| dbbbb | | |
| dbd | | |
| ddbd c | | |
|dddbd Ccc | | |
|D bd aaac | | |
| b aaa ac | | |
| baaacccc | | |
| Aab cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| bB | | |
| ddd bb | | |
| dbbbb | | |
| dbd | | |
| ddbd C c | | |
|dddbd ccc | | |
|d bd aaac | | |
|D b aaa ac | | |
| baaacccc | | |
| Aaab cccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1170 | |
results['episode_reward_mean']=21517.58 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| AD | | |
| | | |
| B C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| A | | |
| b c | | |
| B C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| a | | |
| A c | | |
| b c | | |
| B C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| a | | |
| aAc | | |
| b c | | |
| Bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| aA | | |
| aac | | |
| Bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| d | | |
| dd | | |
| aaA | | |
| BaacC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| d | | |
| dd | | |
| aaaA | | |
| BbaaccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| d | | |
| dd | | |
| B aaaa | | |
| bbaacAc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dd | | |
| d | | |
| B dd | | |
| b aaaa | | |
| bbaaAac | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dd | | |
| B d | | |
| b dd | | |
| b aaaa | | |
| bbaAaacC | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| Bdd | | |
| b d | | |
| b dd | | |
| b aaaa C | | |
| bbAaaacc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| DBd | | |
| bdd | | |
| b d | | |
| b dd C | | |
| b aaaa c | | |
| bAaaaacc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| Dbdd | | |
| b d C | | |
| b dd c | | |
| b aaaa c | | |
| Aaaaaacc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbdd C | | |
| Db d c | | |
| b dd c | | |
| b aaaa c | | |
| aaaaaacc | | |
| Abb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd C | | |
| dbdd c | | |
| dD d c | | |
| b dd c | | |
| b aaaa c | | |
| aaaaaacc | | |
| Aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB C | | |
| dbd c | | |
| dbdd c | | |
| ddDd c | | |
| b dd c | | |
| b aaaa c | | |
| aaaaaacc | | |
| Aaabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb c | | |
| dbd C | | |
| dbdd c | | |
| dddD c | | |
| b dd c | | |
| b aaaa c | | |
| A aaaaaacc | | |
| aaabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb c | | |
| dbd Cc | | |
| dbdd c | | |
| ddddD c | | |
| b dd c | | |
| A b aaaa c | | |
| a aaaaaacc | | |
| aaabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| dd bb | | |
| dbbbb c | | |
| dbd cc | | |
| dbdd Cc | | |
| dddddD c | | |
| b dd c | | |
|Aa b aaaa c | | |
| a aaaaaacc | | |
| aaabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| bB | | |
| dd bb | | |
| dbbbb c | | |
| dbd cc | | |
| dbdd cc | | |
| dddddd Cc | | |
|A b ddD c | | |
|aa b aaaa c | | |
| a aaaaaacc | | |
| aaabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1171 | |
results['episode_reward_mean']=21685.55 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| | | |
| BC | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| | | |
| | | |
| BC | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Ddd | | |
| | | |
| | | |
| BC | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dddd | | |
| | | |
| | | |
| Ac | | |
| BC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dddd | | |
| | | |
| | | |
| aA | | |
| bc | | |
| BC | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dddd | | |
| | | |
| | | |
| Aa | | |
| bc | | |
| Bbc | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dddd | | |
| | | |
| | | |
| aa | | |
| Ac | | |
| bbc | | |
| B cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dddd | | |
| | | |
| | | |
| aa | | |
| aA | | |
| bbcC | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dddd | | |
| | | |
| | | |
| aa | | |
| AaC | | |
| Bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| dddd | | |
| | | |
| | | |
| aa | | |
| BAaacC | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| dddd | | |
| | | |
| | | |
| aa | | |
| BAaaacc | | |
| bbbccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| D dddd | | |
| | | |
| | | |
| B aa | | |
| AaaaacC | | |
| bbbccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d dddd | | |
| D | | |
| B | | |
| b aa C | | |
| aaaaacc | | |
| Abbbccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d dddd | | |
| DdB | | |
| b C | | |
| b aa c | | |
| aaaaacc | | |
| Aabbbccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| dBdddd | | |
| ddb C | | |
| D b c | | |
| b aa c | | |
| aaaaacc | | |
| aabbbccc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| dbdddd | | |
| ddb Cc | | |
| dDb c | | |
| b aa c | | |
| aaaaacc | | |
| Aabbbccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbddddC | | |
| ddb cc | | |
| ddD c | | |
| b aa c | | |
| Aaaaaacc | | |
| aabbbccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd C | | |
| dbddddc | | |
| ddb cc | | |
| dddD c | | |
| b aa c | | |
| Aaaaaaacc | | |
| aabbbccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB C | | |
| dbd c | | |
| dbddddc | | |
| ddb cc | | |
| dddd c | | |
| A bD aa c | | |
| aaaaaaacc | | |
| aabbbccc | | |
| a bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd C | | |
| dbbbB c | | |
| dbd c | | |
| dbddddc | | |
| ddb cc | | |
| dddd c | | |
|Aa bdDaa c | | |
| aaaaaaacc | | |
| aabbbccc | | |
| a bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1172 | |
results['episode_reward_mean']=21628.95 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| AC | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| AC | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| AC | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| AC | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| AC | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| AC | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| AC | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| AC | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| AC | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| AC | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| AC | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| AC | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| AC | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| AC | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| AC | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| AC | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| AC | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| AC | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| AC | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| AC | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1173 | |
results['episode_reward_mean']=21336.1 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| C | | |
| B A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| | | |
| C | | |
| b a | | |
| B A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| | | |
| c | | |
| bC A | | |
| b a | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| dd | | |
| | | |
| C | | |
| bc aA | | |
| b a | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| dd | | |
| | | |
| Cc | | |
| bc Aa | | |
| b a | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| dd | | |
| dd | | |
| C | | |
| cc A | | |
| bc aa | | |
| b a | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| dd | | |
| Cd | | |
| c | | |
| cc a | | |
| bc Aa | | |
| Bb a | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| dd | | |
| cC | | |
| c | | |
| cc A | | |
| bc aa | | |
| Bbb a | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| dd | | |
| cc | | |
| cC | | |
| ccAa | | |
| B bc aa | | |
| bbb a | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D dd | | |
| cc | | |
| ccC | | |
| B ccaa | | |
| b bcAaa | | |
| bbb a | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d dd | | |
| D ccC | | |
| B ccc | | |
| b ccaa | | |
| b bAaaa | | |
| bbb a | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d dd C | | |
| dB ccc | | |
| Db ccc | | |
| b ccaa | | |
| b Aaaaa | | |
| bbb a | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd C | | |
| dBdd c | | |
| db ccc | | |
| Ddb ccc | | |
| b Acaa | | |
| b aaaaa | | |
| bbb a | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd cC | | |
| dbdd c | | |
| db ccc | | |
| ddb Acc | | |
| D b acaa | | |
| b aaaaa | | |
| bbb a | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB cc | | |
| dbdd cC | | |
| db ccc | | |
| ddb acc | | |
| dDb Acaa | | |
| b aaaaa | | |
| bbb a | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB cc | | |
| dbdd Cc | | |
| db ccc | | |
| ddb acc | | |
| ddD acaa | | |
| b Aaaaa | | |
| bbb a | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbBcc | | |
| dbdd cc | | |
| db ccC | | |
| ddb acc | | |
| dddDAcaa | | |
| b aaaaa | | |
| bbb a | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbbcc | | |
| dbdd cc | | |
| db ccc | | |
| ddbDacC | | |
| ddddacaa | | |
| b Aaaaa | | |
| bbb a | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd Bb | | |
| dbbbbcc | | |
| dbdd cc | | |
| dbDccc | | |
| ddbdacc | | |
| ddddacCa | | |
| b aaaaa | | |
| bbA a | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbbcc | | |
| dbDd cc | | |
| dbdccc | | |
| ddbdacc | | |
| ddddacca | | |
| b aaCaa | | |
| bAa a | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1174 | |
results['episode_reward_mean']=21215.46 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| D | | |
| C | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| D | | |
| C | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| aa | | |
| DC A | | |
| c | | |
| b | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D aa | | |
| Cc aA | | |
| c | | |
| b | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| CD aaA | | |
| cc aa | | |
| c | | |
| b | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| cd aaa | | |
| Cc aA | | |
| c | | |
| Bb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| Cd aaa | | |
| cc aa | | |
| c A | | |
| Bbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| cC aaa | | |
| cc aa | | |
| B c a | | |
| bbb A | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| dd | | |
| ccCaaa | | |
| B cc aa | | |
| b c a | | |
| bbb a | | |
| bb A | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| dd | | |
| B cccaaa | | |
| b ccC aa | | |
| b c a | | |
| bbb a | | |
| bb a | | |
| bb A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| dd | | |
| B dd | | |
| b cccaaa | | |
| b ccc aa | | |
| b cC a | | |
| bbb a | | |
| bb A | | |
| bb a | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| Bdd | | |
| b dd | | |
| b cccaaa | | |
| b ccc aa | | |
| b cc a | | |
| bbb C a | | |
| bb a | | |
| bb A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| Bd | | |
| bdd | | |
| b dd | | |
| b cccaaa | | |
| b ccc aa | | |
| b cc a | | |
| bbb c a | | |
| bb C a | | |
| bb a | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| DbB | | |
| bdd | | |
| b dd | | |
| b cccaaa | | |
| b ccc aa | | |
| b cc a | | |
| bbb c a | | |
| bb c a | | |
| bb C a | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dDbB | | |
| bdd | | |
| b dd | | |
| b cccaaa | | |
| b ccc aa | | |
| b cc a | | |
| bbb c a | | |
| bb c a | | |
| bb cCAa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dD B | | |
| ddbb | | |
| bdd | | |
| b dd | | |
| b cccaaa | | |
| b ccc aa | | |
| b cc a | | |
| bbb c a | | |
| bb cC a | | |
| bb cAaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| Dd bB | | |
| ddbb | | |
| bdd | | |
| b dd | | |
| b cccaaa | | |
| b ccc aa | | |
| b cc a | | |
| bbb cC a | | |
| bb cA a | | |
| bb caaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| dd bbB | | |
| Ddbb | | |
| bdd | | |
| b dd | | |
| b cccaaa | | |
| b ccc aa | | |
| b cc a | | |
| bbb ccCa | | |
| bb Aa a | | |
| bb caaa | | |
| aa | | |
-------------- | |
-------------- | |
| B | | |
| dd bbb | | |
| ddbb | | |
| Dbdd | | |
| b dd | | |
| b cccaaa | | |
| b ccc aa | | |
| b cc a | | |
| bbb Acca | | |
| bb aaCa | | |
| bb caaa | | |
| aa | | |
-------------- | |
-------------- | |
| bB | | |
| dd bbb | | |
| ddbb | | |
| dbdd | | |
| Db dd | | |
| b cccaaa | | |
| b ccc aa | | |
| b cc a | | |
| bbbAacca | | |
| bb aacC | | |
| bb caaa | | |
| aa | | |
-------------- | |
Generation: algorithm.iteration=1175 | |
results['episode_reward_mean']=21238.4 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| BDC | | |
| | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DaA | | |
| bdc | | |
| B C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| Ddaa | | |
| bdc | | |
| b c | | |
| B C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| dDaa | | |
| bdc | | |
| b c | | |
| b c | | |
| B C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aa | | |
| ddDaA | | |
| bdc | | |
| b c | | |
| b c | | |
| b c | | |
| B C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aa | | |
| dddaa | | |
| bdD A | | |
| b c | | |
| b c | | |
| b c | | |
| Bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aa | | |
| dddaa | | |
| bDd aA | | |
| b c | | |
| b c | | |
| Bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aa | | |
| dddaa | | |
| Ddd aa | | |
| b c A | | |
| Bb cC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aa | | |
| dddaa | | |
| Dddd aa | | |
| b c a | | |
| Bbb ccCA | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aa | | |
| Ddddaa | | |
| dddd aa | | |
| B b c a | | |
| bbb ccca | | |
| bb ccCA | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D aa | | |
| ddddaa | | |
| Bdddd aa | | |
| b b c a | | |
| bbb ccca | | |
| bb cccC | | |
| bb cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d aa | | |
| Bddddaa | | |
| bdddd aa | | |
| b b c a | | |
| bbb cccC | | |
| bb cccc | | |
| bb cc a | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| Bd aa | | |
| bddddaa | | |
| bdddd aa | | |
| b b c C | | |
| bbb cccc | | |
| bb cccc | | |
| bb cc a | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| Bd | | |
| bd aa | | |
| bddddaa | | |
| bdddd aa | | |
| b b c cC| | |
| bbb cccc | | |
| bb cccc | | |
| bb cc a | | |
| Aaa | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| Bd | | |
| bd | | |
| bd aa | | |
| bddddaa | | |
| bdddd aaC| | |
| b b c cc| | |
| bbb cccc | | |
| bb cccc | | |
| bb cc a | | |
| Aaa | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| bB | | |
| bd | | |
| bd aa | | |
| bddddaa C| | |
| bdddd aac| | |
| b b c cc| | |
| bbb cccc | | |
| bb cccc | | |
| bb cc a | | |
| Aaaa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| DbbB | | |
| bd | | |
| bd aa | | |
| bddddaaCc| | |
| bdddd aac| | |
| b b c cc| | |
| bbb cccc | | |
| bb cccc | | |
| bb Ac a | | |
| aaaa | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dbbbB | | |
| bd | | |
| bd aaC | | |
| bddddaacc| | |
| bdddd aac| | |
| b b c cc| | |
| bbb cccc | | |
| bb Accc | | |
| bb ac a | | |
| aaaa | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| Dbbbb | | |
| bd | | |
| bd aCc | | |
| bddddaacc| | |
| bdddd aac| | |
| b b c cc| | |
| bbb Accc | | |
| bb accc | | |
| bb ac a | | |
| aaaa | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb | | |
| Dbd | | |
| bd acc | | |
| bddddaCcc| | |
| bdddd aac| | |
| b b c cc| | |
| bbbAaccc | | |
| bb accc | | |
| bb ac a | | |
| aaaa | | |
-------------- | |
Generation: algorithm.iteration=1176 | |
results['episode_reward_mean']=21037.19 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D C | | |
| A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d c | | |
| CA | | |
| Bb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d c | | |
| caA | | |
| bbC | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d c A | | |
| caa | | |
| bbc | | |
| b C | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| dD | | |
| d | | |
| d | | |
| d c aA | | |
| caa | | |
| bbc | | |
| b c | | |
| Bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| ddD | | |
| d | | |
| d A | | |
| d c aa | | |
| caa | | |
| bbc | | |
| Bb C | | |
| bb c | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| d | | |
| d Aa | | |
| d c aa | | |
| caa | | |
| Bbbc | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| d aa | | |
| d c Aa | | |
| caa | | |
| Bbbbc | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| ddd | | |
| d | | |
| d aa | | |
| d cAaa | | |
| B caa | | |
| bbbbc | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| ddd | | |
| d | | |
| d aa | | |
| B d Aaaa | | |
| b caa | | |
| bbbbc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| ddd | | |
| d | | |
| B d aa | | |
| b d aaaa | | |
| b Aaa | | |
| bbbbc | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddddd | | |
| D ddd | | |
| B d | | |
| b d aa | | |
| b d aaaa | | |
| b aaa | | |
| bbbbA C | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddddd | | |
| B ddd | | |
| D d | | |
| b d aa | | |
| b d aaaa | | |
| b aaaC | | |
| bbbAa c | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Bdddd | | |
| b ddd | | |
| dDd | | |
| b d aa | | |
| b d aaaC | | |
| b aaac | | |
| bbAaa c | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bBddd | | |
| bDddd | | |
| ddd | | |
| b d aC | | |
| b d aaac | | |
| b aaac | | |
| bAaaa c | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| bbBdd | | |
| Ddddd | | |
| ddd C | | |
| b d ac | | |
| b d aaac | | |
| b aaac | | |
| Aaaaa c | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| DbbBd | | |
| ddddd | | |
| ddd Cc | | |
| b d ac | | |
| b d aaac | | |
| b aaac | | |
| aaaaa c | | |
| Abb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| dDbbd | | |
| ddddd | | |
| ddd cc | | |
| b d Cc | | |
| b d aaac | | |
| b aaac | | |
| aaaaa c | | |
| Aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bB | | |
| Ddbbd | | |
| ddddd | | |
| ddd cc | | |
| b d Ccc | | |
| b d aaac | | |
| b aaac | | |
| aaaaa c | | |
| aabb cccc | | |
| A bb cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| bb | | |
| ddbbd | | |
| Ddddd | | |
| ddd Ccc | | |
| b d ccc | | |
| b d aaac | | |
| b aaac | | |
| aaaaa c | | |
| Aabb cccc | | |
| a bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1177 | |
results['episode_reward_mean']=21000.98 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| D | | |
| B C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| a | | |
| Dd | | |
| b c | | |
| B C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| a | | |
| Ddd | | |
| b c | | |
| b c | | |
| B C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aa | | |
| D aA | | |
| ddd | | |
| b c | | |
| b c | | |
| b c | | |
| B C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aa | | |
| Dd aa | | |
| ddd A | | |
| b c | | |
| b c | | |
| b c | | |
| Bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D aa | | |
| dd aa | | |
| ddd aA | | |
| b c | | |
| b c | | |
| Bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d aa | | |
| dd aa | | |
| ddd aa | | |
| b c A | | |
| Bb cC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d aa | | |
| dd aa | | |
| ddd aa | | |
| b c a | | |
| Bbb ccCA | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d aa | | |
| dd aa | | |
| ddd aa | | |
| B b c a | | |
| bbb ccca | | |
| bb ccCA | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d aa | | |
| dd aa | | |
| B ddd aa | | |
| b b c a | | |
| bbb ccca | | |
| bb cccC | | |
| bb cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d aa | | |
| Bdd aa | | |
| b ddd aa | | |
| b b c a | | |
| bbb cccC | | |
| bb cccc | | |
| bb cc a | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| Bd aa | | |
| bdd aa | | |
| b ddd aa | | |
| b b c C | | |
| bbb cccc | | |
| bb cccc | | |
| bb cc a | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| DBd | | |
| bd aa | | |
| bdd aa | | |
| b ddd aC | | |
| b b c c | | |
| bbb cccc | | |
| bb cccc | | |
| bb cc a | | |
| Aaa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| Dbd aa | | |
| bdd aaC | | |
| b ddd ac | | |
| b b c c | | |
| bbb cccc | | |
| bb cccc | | |
| bb cc a | | |
| Aaaa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbd aaC | | |
| Dbdd aac | | |
| b ddd ac | | |
| b b c c | | |
| bbb cccc | | |
| bb cccc | | |
| bb Ac a | | |
| aaaa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbd aac | | |
| dDdd aaC | | |
| b ddd ac | | |
| b b c c | | |
| bbb cccc | | |
| bb Accc | | |
| bb ac a | | |
| aaaa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbd aac | | |
| Dddd aCc | | |
| b ddd ac | | |
| b b c c | | |
| bbb Accc | | |
| bb accc | | |
| bb ac a | | |
| aaaa | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd | | |
| dbd aac | | |
| Ddddd Ccc | | |
| b ddd ac | | |
| b b c c | | |
| bbbAaccc | | |
| bb accc | | |
| bb ac a | | |
| aaaa | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb | | |
| dbd | | |
| dbd Cac | | |
| ddddd ccc | | |
| D b ddd ac | | |
| b bAc c | | |
| bbbaaccc | | |
| bb accc | | |
| bb ac a | | |
| aaaa | | |
-------------- | |
-------------- | |
| B | | |
| dd bb | | |
| dbbbb | | |
| dbd C | | |
| dbd cac | | |
| ddddd ccc | | |
| dDb dAd ac | | |
| b bac c | | |
| bbbaaccc | | |
| bb accc | | |
| bb ac a | | |
| aaaa | | |
-------------- | |
Generation: algorithm.iteration=1178 | |
results['episode_reward_mean']=21295.65 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DAB | | |
| C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DAab | | |
| B | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| daab | | |
| A b | | |
| B | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dAab | | |
| a b | | |
| Bb | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| daAb | | |
| a b | | |
| Bbb | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| daab | | |
| aAb | | |
| bbb | | |
| B cC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| daab | | |
| aab | | |
| bAbC | | |
| b cc | | |
| B cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| daab | | |
| aabC | | |
| baAc | | |
| b cc | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d | | |
| d | | |
| daab | | |
| aabc | | |
| bAaC | | |
| Bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d | | |
| d | | |
| daab | | |
| aabc | | |
| BbaAcC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| d | | |
| d | | |
| daab | | |
| aabc | | |
| BbbAacc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| D d | | |
| d | | |
| daab | | |
| B aabc | | |
| bbAaacc | | |
| bb ccc | | |
| bb ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d d | | |
| D d | | |
| Bdaab | | |
| b aabc | | |
| bAaaacc | | |
| bb ccC | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d d | | |
| DdBd | | |
| bdaab | | |
| b aabc | | |
| Aaaaacc | | |
| bb cccC | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| dBd | | |
| ddbd | | |
| D bdaab | | |
| b aabc | | |
| aaaaaccC | | |
| Abb cccc | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| dbd | | |
| ddbd | | |
| dDbdaab | | |
| b aabc C | | |
| aaaaaccc | | |
| Aabb cccc | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbd | | |
| ddbd | | |
| ddDdaab C | | |
| b aabc c | | |
| aaaaaccc | | |
| aabb cccc | | |
| A bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbd | | |
| ddbd C | | |
| ddddaab c | | |
| D aabc c | | |
| aaaaaccc | | |
| Aabb cccc | | |
| a bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbd C | | |
| ddbd c | | |
| ddddaab c | | |
| dDaabc c | | |
| Aaaaaaccc | | |
| aabb cccc | | |
| a bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbd c | | |
| ddbd C | | |
| ddddaab c | | |
| ddaabc c | | |
| AaaDaaaccc | | |
| aabb cccc | | |
| a bb ccc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1179 | |
results['episode_reward_mean']=21166.19 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| D | | |
| A B | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| c | | |
| D | | |
| a b | | |
| A B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| C | | |
| dD | | |
| a b | | |
| AaBb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| D | | |
| dC | | |
| aBb | | |
| aAbb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| d | | |
| dD | | |
| aBC | | |
| aAbb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| d | | |
| Dd | | |
| aBc | | |
| aAbC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| d | | |
| Ddd | | |
| aBc | | |
| aAbc | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| d | | |
| Dddd | | |
| aBc | | |
| aAbc | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| D d | | |
| dddd | | |
| aBc | | |
| aAbc | | |
| c | | |
| c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D c | | |
| d d | | |
| dddd | | |
| aBc | | |
| aAbc | | |
| c | | |
| c | | |
| Cc | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d c | | |
| d d | | |
| dddd | | |
| aBc | | |
| aAbc | | |
| c | | |
| c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d c | | |
| d d | | |
| dddd | | |
| aBc | | |
| aAbc | | |
| c | | |
| c | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d c | | |
| d d | | |
| dddd | | |
| aBc | | |
| aAbc | | |
| c | | |
| c | | |
| cccC | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d c | | |
| d d | | |
| ddBd | | |
| abc | | |
| Aabc | | |
| c | | |
| c C | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d c | | |
| d d | | |
| ddbd | | |
| aBc | | |
| aabc | | |
| A c C | | |
| c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d c | | |
| d d | | |
| ddbd | | |
| abc | | |
| aaBc | | |
| Aa c cC | | |
| c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| d c | | |
| d d | | |
| ddbd | | |
| abc | | |
| aabc C | | |
| Aaa Bc cc | | |
| c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| D d c | | |
| d d | | |
| ddbd | | |
| abc C | | |
| aabc c | | |
| aaa bB cc | | |
| A c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d d c | | |
| D d d | | |
| ddbd C | | |
| abc c | | |
| aabB c | | |
| Aaa bb cc | | |
| a c c | | |
| cccc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d d c | | |
| Dd d d C | | |
| ddbd c | | |
| abc c | | |
| aaBb c | | |
| Aaaa bb cc | | |
| a c c | | |
| cccc | | |
-------------- | |
Generation: algorithm.iteration=1180 | |
results['episode_reward_mean']=21201.89 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| B | | |
| D | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| b | | |
| C B | | |
| D | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| aa | | |
| C b | | |
| D bB | | |
| d | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| C aa | | |
| c b | | |
| Dd Bb | | |
| d | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| A | | |
| C aa | | |
| c aa | | |
| Dc b | | |
| dd bb | | |
| d B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Aa | | |
| cC aa | | |
| Dc aa | | |
| dc b | | |
| dd bb | | |
| dBb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| aA | | |
| Dcc aa | | |
| dcCaa | | |
| dc b | | |
| dd bb | | |
| Bbb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D aaA | | |
| dcc aa | | |
| dccCa | | |
| dc b | | |
| dd bb | | |
| bbb | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d aaa | | |
| dcc aaA | | |
| dccca | | |
| dc C | | |
| dd bb | | |
| bbb | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d aaa | | |
| dcc aaa | | |
| dccca A | | |
| dc c | | |
| dd Cb | | |
| bbb | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| d aaa | | |
| dcc aaa | | |
| dcccaAa | | |
| dc c | | |
| dd cb | | |
| bbC | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| d aaa | | |
| dcc aaa | | |
| dcccaaa | | |
| dc c A | | |
| dd cb | | |
| Bbbc | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| d aaa | | |
| dcc aaa | | |
| dcccaaa | | |
| dc cAa | | |
| dd cb | | |
| Bbbbc | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| Dd d | | |
| d aaa | | |
| dcc aaa | | |
| dcccaaa | | |
| dc caa | | |
| Bdd cA | | |
| bbbbc | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dd d | | |
| D d aaa | | |
| dcc aaa | | |
| dcccaaa | | |
| Bdc caa | | |
| bdd ca | | |
| bbbbcA | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dd d | | |
| d d aaa | | |
| D dcc aaa | | |
| Bdcccaaa | | |
| bdc caa | | |
| bdd ca | | |
| bbbbcC | | |
| bb cA | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dd d | | |
| d d aaa | | |
| d Bdcc aaa | | |
| D bdcccaaa | | |
| bdc caa | | |
| bdd ca | | |
| bbbbccC | | |
| bb Aa | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dd d | | |
| d Bd aaa | | |
| d bdcc aaa | | |
| d bdcccaaa | | |
| D bdc caa | | |
| bdd ca | | |
| bbbbccc | | |
| bb aaC | | |
| bb Ac | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| ddBd | | |
| d bd aaa | | |
| d bdcc aaa | | |
| d bdcccaaa | | |
| dDbdc caa | | |
| bdd ca | | |
| bbbbccc | | |
| bb aacC | | |
| bb ac | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| ddbB | | |
| d bd aaa | | |
| d bdcc aaa | | |
| d bdcccaaa | | |
| ddDdc caa | | |
| bdd ca | | |
| bbbbcccC | | |
| bb aacc | | |
| bb ac | | |
| Aa | | |
-------------- | |
Generation: algorithm.iteration=1181 | |
results['episode_reward_mean']=21374.29 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D B | | |
| CA | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dd b | | |
| BaA | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dd b A | | |
| baa | | |
| B | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dd b aA | | |
| baa | | |
| Bb | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| dd b Aa | | |
| baa | | |
| Bbb | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| dd b aA | | |
| baa | | |
| bbb | | |
| B cC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| d A | | |
| dd b aa | | |
| baa | | |
| bbbC | | |
| b cc | | |
| B cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d | | |
| d aA| | |
| dd b aa | | |
| baa | | |
| bbbcC | | |
| b cc | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| d | | |
| d aa| | |
| dd b aaA| | |
| baa | | |
| bbbcc | | |
| Bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D d | | |
| d | | |
| d | | |
| d aa| | |
| dd b aaa| | |
| baa A| | |
| Bbbbcc | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| D d | | |
| d | | |
| d aa| | |
| dd b aaa| | |
| baaAa| | |
| BbbbbccC | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d d | | |
| D d | | |
| d aa| | |
| dd b aaa| | |
| B baaCa| | |
| bbbbbccA | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d d | | |
| d d | | |
| D d aa| | |
| Bdd b aCa| | |
| b baaca| | |
| bbbbbcca | | |
| bb cccA | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d d | | |
| d d | | |
| DdBd aa| | |
| bdd b acC| | |
| b baaca| | |
| bbbbbcca | | |
| bb ccca | | |
| bb cc A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| d d | | |
| dBd | | |
| ddbd aC| | |
| D bdd b acc| | |
| b baaca| | |
| bbbbbcca | | |
| bb ccca | | |
| bb cc a | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d d | | |
| dBd | | |
| dbd C| | |
| ddbd ac| | |
| dDbdd b acc| | |
| b baaca| | |
| bbbbbcca | | |
| bb ccca | | |
| bb cc a | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dBd | | |
| dbd | | |
| dbd Cc| | |
| ddbd ac| | |
| ddDdd b acc| | |
| b baaca| | |
| bbbbbcca | | |
| bb ccca | | |
| bb ccAa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbB | | |
| dbd | | |
| dbd Ccc| | |
| ddbd ac| | |
| ddddd b acc| | |
| D baaca| | |
| bbbbbcca | | |
| bb ccca | | |
| bb cAaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbbB | | |
| dbd | | |
| dbd ccc| | |
| ddbd Cac| | |
| ddddd b acc| | |
| dD baaca| | |
| bbbbbcca | | |
| bb ccca | | |
| bb Aaaa | | |
| aa | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| dbbbB | | |
| dbd | | |
| dbd ccc| | |
| ddbd Ccac| | |
| ddddd b acc| | |
| ddD baaca| | |
| bbbbbcca | | |
| bb Acca | | |
| bb aaaa | | |
| aa | | |
-------------- | |
Generation: algorithm.iteration=1182 | |
results['episode_reward_mean']=21548.28 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| D | | |
| BC | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| D | | |
| bC | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DaA | | |
| Cd | | |
| bc | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| Cdaa | | |
| cd A | | |
| bc | | |
| b | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| Cdaa | | |
| cd aA | | |
| bc | | |
| b | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| cCaaA | | |
| cd aa | | |
| bc | | |
| b | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| ccaaaA| | |
| cC aa | | |
| bc | | |
| Bb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| d | | |
| d | | |
| d | | |
| ccaaaa| | |
| cc aaA| | |
| bcC | | |
| Bbb | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dD | | |
| d | | |
| d | | |
| d | | |
| ccaaaa| | |
| cc aaa| | |
| B bcc A| | |
| bbb C | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dD | | |
| d | | |
| d | | |
| ccaaaa| | |
| B cc aaa| | |
| b bcc Aa| | |
| bbb c | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddD | | |
| d | | |
| d | | |
| B ccaaaa| | |
| b cc aaa| | |
| b bcc aa| | |
| bbb c A | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddD | | |
| d | | |
| B d | | |
| b ccaaaa| | |
| b cc aaa| | |
| b bcc aa| | |
| bbb c a | | |
| bb c A | | |
| bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dddd | | |
| B d D | | |
| b d | | |
| b ccaaaa| | |
| b cc aaa| | |
| b bcc aa| | |
| bbb c a | | |
| bb c a | | |
| bb c A | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| B dddd | | |
| b d d | | |
| b d D | | |
| b ccaaaa| | |
| b cc aaa| | |
| b bcc aa| | |
| bbb c a | | |
| bb c a | | |
| bb cC a | | |
| cc A | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| bB dddd | | |
| b d d | | |
| b d d | | |
| b ccaaDa| | |
| b cc aaa| | |
| b bcc aa| | |
| bbb c a | | |
| bb cC a | | |
| bb cc a | | |
| ccAa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| bbB dddd | | |
| b d d | | |
| b d d | | |
| b ccaDda| | |
| b cc aaa| | |
| b bcc aa| | |
| bbb cC a | | |
| bb cc a | | |
| bb ccAa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| bbbBdddd | | |
| b d d | | |
| b d d | | |
| b ccadda| | |
| b cc Daa| | |
| b bcc aa| | |
| bbb ccCa | | |
| bb cc a | | |
| bb cAaa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
| Bdd | | |
| bbbbdddd | | |
| b d d | | |
| b d d | | |
| b ccadda| | |
| b cc Daa| | |
| b bcc aa| | |
| bbb ccCa | | |
| bb cc a | | |
| bb Aaaa | | |
| ccaa | | |
-------------- | |
-------------- | |
| | | |
| bBd | | |
| bbbbdddd | | |
| b d d | | |
| b d d | | |
| b ccadda| | |
| b cc daa| | |
| b bcc Daa| | |
| bbb ccca | | |
| bb AcCa | | |
| bb aaaa | | |
| ccaa | | |
-------------- | |
-------------- | |
| B | | |
| bbd | | |
| bbbbdddd | | |
| b d d | | |
| b d d | | |
| b ccadda| | |
| b cc daa| | |
| b bcc daa| | |
| bbb AcDa | | |
| bb accC | | |
| bb aaaa | | |
| ccaa | | |
-------------- | |
Generation: algorithm.iteration=1183 | |
results['episode_reward_mean']=21604.63 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C D | | |
| A | | |
| | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cCd | | |
| a D | | |
| A | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cCd | | |
| a D | | |
| a | | |
| A | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ccC | | |
| a D | | |
| a | | |
| aA | | |
| b | | |
| bB | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ccc | | |
| aDC | | |
| a | | |
| aaA | | |
| bB | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| ccc | | |
| Ddc | | |
| a C | | |
| aaaA | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| Dcc | | |
| ddc | | |
| a c | | |
| aaCaA | | |
| Bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| dcc | | |
| ddc | | |
| a c A | | |
| Baacaa | | |
| bbbC | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| dcc | | |
| ddc A | | |
| a c a | | |
| Bbaacaa | | |
| bbbc | | |
| bbC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| dcc | | |
| ddc aA | | |
| B a c a | | |
| bbaacaa | | |
| bbbc | | |
| bbcC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| dcc A | | |
| B ddc aa | | |
| b a c a | | |
| bbaacaa | | |
| bbbcC | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| B dcc Aa | | |
| b ddc aa | | |
| b a c a | | |
| bbaacCa | | |
| bbbcc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| ddd | | |
| d | | |
| B d | | |
| b dcc aa | | |
| b ddc Aa | | |
| b a c a | | |
| bbaaccC | | |
| bbbcc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddd | | |
| B d | | |
| b d | | |
| b dcc aa | | |
| b ddcAaa | | |
| b a c C | | |
| bbaaccc | | |
| bbbcc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| DBdd | | |
| b d | | |
| b d | | |
| b dcc aa | | |
| b ddAaCa | | |
| b a c c | | |
| bbaaccc | | |
| bbbcc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dDBd | | |
| b d | | |
| b d | | |
| b dcc Ca | | |
| b ddaaca | | |
| b a A c | | |
| bbaaccc | | |
| bbbcc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dD | | |
| ddbB | | |
| b d | | |
| b d | | |
| b dccCca | | |
| b ddaaca | | |
| b aAa c | | |
| bbaaccc | | |
| bbbcc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddD | | |
| ddbbB | | |
| b d | | |
| b d C | | |
| b dcccca | | |
| b ddaaca | | |
| b aaa c | | |
| bbaAccc | | |
| bbbcc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dddDB | | |
| ddbbb | | |
| b d C | | |
| b d c | | |
| b dcccca | | |
| b ddaaca | | |
| b aaa c | | |
| bbAaccc | | |
| bbbcc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddddbB | | |
| ddbDb | | |
| b d c | | |
| b d C | | |
| b dcccca | | |
| b ddaaca | | |
| b aaa c | | |
| bAaaccc | | |
| bbbcc | | |
| bbcc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1184 | |
results['episode_reward_mean']=21552.2 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| BD | | |
| A | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| DdC | | |
| B aA | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| c | | |
| DddcA | | |
| bBCa | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D c | | |
| dddcaA | | |
| bbca | | |
| BC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d c | | |
| dddcaaA | | |
| bbca | | |
| bc | | |
| BC | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| d c | | |
| dddcaAa | | |
| bbca | | |
| bc | | |
| Bbc | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| d c | | |
| dddcAaa | | |
| bbca | | |
| bc | | |
| bbc | | |
| B cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| d c | | |
| dddAaaa | | |
| bbca | | |
| bc | | |
| bbcC | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| d | | |
| d c | | |
| dddaaaa | | |
| bbAa | | |
| bcC | | |
| Bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| d | | |
| d c | | |
| dddaaaa | | |
| bAaa | | |
| B bccC | | |
| bbbcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| d | | |
| d c | | |
| dddaaaa | | |
| baaa | | |
| Bb Accc | | |
| bbbccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| d | | |
| d c | | |
| dddaaaa | | |
| B baaa | | |
| bbAaccc | | |
| bbbccc | | |
| bb ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| D d | | |
| d c | | |
| Bdddaaaa | | |
| b baaa | | |
| bAaaccc | | |
| bbbccC | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| d d | | |
| DBd c | | |
| bdddaaaa | | |
| b baaa | | |
| Aaaaccc | | |
| bbbcccC | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| dBd | | |
| dbd c | | |
| Dbdddaaaa | | |
| b baaa | | |
| aaaacccC | | |
| Abbbcccc | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| dbd | | |
| dbd c | | |
| dDdddaaaa | | |
| b baaa C | | |
| aaaacccc | | |
| Aabbbcccc | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbd | | |
| dbd c | | |
| dddddaaaC | | |
| D baaa c | | |
| aaaacccc | | |
| aabbbcccc | | |
| A bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbd | | |
| dbd c C | | |
| dddddaaac | | |
| dDbaaa c | | |
| aaaacccc | | |
| aabbbcccc | | |
| aAbb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbd C | | |
| dbd c c | | |
| dddddaaac | | |
| ddDaaa c | | |
| aaaacccc | | |
| aabbbcccc | | |
| aaAb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd C | | |
| dbd c | | |
| dbd c c | | |
| dddddaaac | | |
| dddDaa c | | |
| aaaacccc | | |
| aaAbbcccc | | |
| aaab ccc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1185 | |
results['episode_reward_mean']=21526.13 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| C | | |
| A | | |
| | | |
| D | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| bB | | |
| cC | | |
| A | | |
| | | |
| D | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| bbB | | |
| ccC | | |
| A | | |
| | | |
| D | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| bbb | | |
| Acc B | | |
| a C | | |
| D | | |
| d | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| bbb | | |
| AccBb | | |
| a c | | |
| D C | | |
| d | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| A bbb | | |
| accbb | | |
| a CB | | |
| dDc | | |
| d | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aAbbb | | |
| accbb | | |
| aDcb | | |
| ddCB | | |
| d | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aaAbb | | |
| accbb | | |
| Ddcb | | |
| ddBb | | |
| d C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aaaAb | | |
| Dccbb | | |
| ddcb | | |
| dBbb | | |
| d c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aaaaA | | |
| dDcbb | | |
| ddcb | | |
| dbbb | | |
| dBc | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aDaaa | | |
| ddcbA | | |
| ddcb | | |
| dbbb | | |
| Bbc | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Ddaaa | | |
| ddcba | | |
| ddcbA | | |
| dbbb | | |
| bbc | | |
| B cC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| ddaaa | | |
| ddcba | | |
| ddcAa | | |
| dbbb | | |
| bbcC | | |
| b cc | | |
| B cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| ddaaa | | |
| ddcba | | |
| ddcaA | | |
| dbbb | | |
| bbccC | | |
| b cc | | |
| Bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| dd | | |
| ddaaa | | |
| ddcba | | |
| ddcAa | | |
| dbbb | | |
| bbccc | | |
| Bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| dd | | |
| ddaaa | | |
| ddcba | | |
| ddcaa | | |
| dbbA | | |
| Bbbccc | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| dd | | |
| ddaaa | | |
| ddcba | | |
| ddcaa | | |
| dbba | | |
| BbbbcAcC | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| dd | | |
| ddaaa | | |
| ddcba | | |
| ddcaa | | |
| B dbba C | | |
| bbbbcacc | | |
| bb cAcc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| dd | | |
| ddaaa | | |
| ddcba | | |
| B ddcaa | | |
| b dbba cC| | |
| bbbbcacc | | |
| bb Aacc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D dd | | |
| ddaaa | | |
| B ddcba | | |
| b ddcaa C| | |
| b dbba cc| | |
| bbbbcacc | | |
| bb aacc | | |
| bb Ac | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1186 | |
results['episode_reward_mean']=21607.25 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| C | | |
| A | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| CD | | |
| c | | |
| aA | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| Cd | | |
| c | | |
| aa | | |
| b A | | |
| bB | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| cC | | |
| c | | |
| aA | | |
| bB a | | |
| bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| ccC | | |
| c | | |
| Aa | | |
| Bb a | | |
| bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Ddd | | |
| d | | |
| ccc | | |
| c C | | |
| aA | | |
| Bbb a | | |
| bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| d | | |
| ccc | | |
| c c | | |
| CAa | | |
| Bbbb a | | |
| bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| ccc | | |
| c cA | | |
| caa | | |
| BbbbC a | | |
| bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| ddd | | |
| d | | |
| ccc | | |
| c Aa | | |
| B caa | | |
| bbbbc a | | |
| bC | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| ddd | | |
| d | | |
| ccc | | |
| B c aa | | |
| b Aaa | | |
| bbbbc a | | |
| bc | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| ddd | | |
| d | | |
| ccc | | |
| bBc aa | | |
| b Aaaa | | |
| bbbbc a | | |
| bc | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D ddd | | |
| d | | |
| Bccc | | |
| bbc aa | | |
| b aaaa | | |
| bbbAc a | | |
| bcC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d ddd | | |
| D B d | | |
| bccc | | |
| bbc aa | | |
| b aaaa | | |
| bbAacCa | | |
| bcc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d Bdd | | |
| d b d | | |
| D bccc | | |
| bbc aa | | |
| b aaCa | | |
| bAaacca | | |
| bcc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddB | | |
| d bdd | | |
| d b d | | |
| Dd bccc | | |
| bbc aC | | |
| b aaca | | |
| Aaaacca | | |
| bcc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddbB | | |
| d bdd | | |
| d b d | | |
| dD bcccC | | |
| bbc ac | | |
| b aaca | | |
| aaaacca | | |
| A bcc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddbbB | | |
| d bdd | | |
| d b d C | | |
| ddDbcccc | | |
| bbc ac | | |
| b aaca | | |
| aaaacca | | |
| Aa bcc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| ddbbb | | |
| d bdd C | | |
| d b d c | | |
| dddDcccc | | |
| bbc ac | | |
| b aaca | | |
| Aaaaacca | | |
| aa bcc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| ddbbb | | |
| d bdd c | | |
| d b d C | | |
| ddDdcccc | | |
| bbc ac | | |
| b aaca | | |
| Aaaaaacca | | |
| aa bcc | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| dd bb | | |
| ddbbb | | |
| d bdd C | | |
| d b d c | | |
| dddDcccc | | |
| bbc ac | | |
| A b aaca | | |
| aaaaaacca | | |
| aa bcc | | |
| cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1187 | |
results['episode_reward_mean']=21408.15 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| C | | |
| A | | |
| D | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| b | | |
| cC | | |
| a D | | |
| A d | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| bB | | |
| b | | |
| ccCD | | |
| a d | | |
| a d | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| B | | |
| bb | | |
| b D | | |
| cccd | | |
| a Cd | | |
| a d | | |
| Aa | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Bb | | |
| bb | | |
| b d | | |
| cccD | | |
| a cd | | |
| a Cd | | |
| aa | | |
| A | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| bb | | |
| bb | | |
| b D | | |
| cccd | | |
| a cd | | |
| a cd | | |
| aa C | | |
| Aa | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Bb | | |
| bb | | |
| bb | | |
| bDd | | |
| cccd | | |
| a cd | | |
| a cd | | |
| aa c | | |
| Aaa C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| Bbb | | |
| bb | | |
| Ddd | | |
| cccd | | |
| a cd | | |
| a cd | | |
| A aa c | | |
| aaa c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| bbb | | |
| Bbb | | |
| Dddd | | |
| cccd | | |
| a cd | | |
| a cd | | |
| Aa aa c | | |
| aaa c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| bbb | | |
| bbb | | |
| DBddd | | |
| cccd | | |
| a cd | | |
| A a cd | | |
| aa aa c | | |
| aaa c | | |
| cc | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| bbb | | |
| Dbbb | | |
| dbBdd | | |
| cccd | | |
| a cd | | |
|Aa a cd | | |
| aa aa c | | |
| aaa c | | |
| cc | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| Dbbb | | |
| dbBb | | |
| dbbdd | | |
| cccd | | |
|A a cd | | |
|aa a cd | | |
| aa aa c | | |
| aaa c | | |
| cc | | |
| ccC | | |
-------------- | |
-------------- | |
| | | |
| bb | | |
| Ddbbb | | |
| dbbB | | |
| dbbdd | | |
|A cccd | | |
|a a cd | | |
|aa a cd | | |
| aa aa c | | |
| aaa c | | |
| cc C | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| D bb | | |
| ddbbB | | |
| dbbb | | |
|A dbbdd | | |
|a cccd | | |
|a a cd | | |
|aa a cd | | |
| aa aa c | | |
| aaa c C | | |
| cc c | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| Dd bb | | |
| ddbBb | | |
| dbbb | | |
|a dbbdd | | |
|A cccd | | |
|a a cd | | |
|aa a cd | | |
| aa aa c C | | |
| aaa c c | | |
| cc c | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| Dddbbb | | |
| dbbb | | |
|a dbbdd | | |
|aA cccd | | |
|a a cd | | |
|aa a cd C | | |
| aa aa c c | | |
| aaa c c | | |
| cc c | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd bbB | | |
| dddbbb | | |
| D dbbb | | |
|a dbbdd | | |
|aa cccd | | |
|aA a cd C | | |
|aa a cd c | | |
| aa aa c c | | |
| aaa c c | | |
| cc c | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd bbb | | |
| dddbbB | | |
| d dbbb | | |
|a D dbbdd | | |
|aa cccd C | | |
|aaA a cd c | | |
|aa a cd c | | |
| aa aa c c | | |
| aaa c c | | |
| cc c | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd bbb | | |
| dddbbbB | | |
| d dbbb | | |
|a d dbbdd C | | |
|aaD cccd c | | |
|aaa a cd c | | |
|aaA a cd c | | |
| aa aa c c | | |
| aaa c c | | |
| cc c | | |
| ccc | | |
-------------- | |
-------------- | |
| | | |
| dd bbb | | |
| dddbbbb | | |
| d dbbbB C | | |
|a d dbbdd c | | |
|aad cccd c | | |
|aaD a cd c | | |
|aaaA a cd c | | |
| aa aa c c | | |
| aaa c c | | |
| cc c | | |
| ccc | | |
-------------- | |
Generation: algorithm.iteration=1188 | |
results['episode_reward_mean']=21164.22 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| | | |
| D | | |
| C | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| | | |
| dD | | |
| c | | |
| b C | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| | | |
| dD | | |
| c | | |
| b c | | |
| b C | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aA | | |
| | | |
| dD | | |
| c | | |
| b c | | |
| b c | | |
| Bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aa | | |
| A | | |
| Dd | | |
| c | | |
| b c | | |
| Bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aa | | |
| aA | | |
| Ddd | | |
| c | | |
| Bb c | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aaA | | |
| aa | | |
| Dddd | | |
| c | | |
| Bbb cC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| aaaA | | |
| D aa | | |
| dddd | | |
| B c | | |
| bbb cc | | |
| bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D aaaa | | |
| d aaA | | |
| Bdddd | | |
| b c | | |
| bbb cc | | |
| bb cc | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d aaaa | | |
| Bd aaa | | |
| bdddd A | | |
| b c | | |
| bbb cc | | |
| bb cc | | |
| bb ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| Bd aaaa | | |
| bd aaa | | |
| bddddAa | | |
| b c | | |
| bbb cc | | |
| bb cc | | |
| bb ccc | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| Bd | | |
| bd aaaa | | |
| bd aaa | | |
| bdddAaa | | |
| b c | | |
| bbb cc | | |
| bb cc | | |
| bb ccc | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| Bd | | |
| bd | | |
| bd aaaa | | |
| bd aaa | | |
| bdddaaa | | |
| b A | | |
| bbb cc | | |
| bb cc | | |
| bb cccC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| bB | | |
| bd | | |
| bd aaaa | | |
| bd aaa | | |
| bdddaaa | | |
| b Aa | | |
| bbb cc | | |
| bb cc C | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| bbB | | |
| bd | | |
| bd aaaa | | |
| bd aaa | | |
| bdddaaa | | |
| b aa | | |
| bbbAcc C | | |
| bb cc c | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
|Dddd | | |
| bbbB | | |
| bd | | |
| bd aaaa | | |
| bd aaa | | |
| bdddaaa | | |
| b aa C | | |
| bbAacc c | | |
| bb cc c | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
|dddd B | | |
|D bbbb | | |
| bd | | |
| bd aaaa | | |
| bd aaa | | |
| bdddaaaC | | |
| b aa c | | |
| bAaacc c | | |
| bb cc c | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
|dddd bB | | |
|d bbbb | | |
|D bd | | |
| bd aaaa | | |
| bd aaaC | | |
| bdddaaac | | |
| b aa c | | |
| Aaaacc c | | |
| bb cc c | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| B | | |
|dddd bb | | |
|d bbbb | | |
|d bd | | |
|D bd aaaaC | | |
| bd aaac | | |
| bdddaaac | | |
| b aa c | | |
| aaaacc c | | |
| Abb cc c | | |
| bb cccc | | |
| cc | | |
-------------- | |
-------------- | |
| bB | | |
|dddd bb | | |
|d bbbb | | |
|d bd C | | |
|d bd aaaac | | |
|D bd aaac | | |
| bdddaaac | | |
| b aa c | | |
| aaaacc c | | |
| Aabb cc c | | |
| bb cccc | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=1189 | |
results['episode_reward_mean']=21274.84 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| | | |
| B | | |
| A | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| | | |
| b | | |
| a B | | |
| AC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| | | |
| b | | |
| a B | | |
| AC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Ddd | | |
| d | | |
| | | |
| b | | |
| a B | | |
| AC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| ddd | | |
| d | | |
| | | |
| b | | |
| a B | | |
| AC | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| ddd | | |
| d | | |
| | | |
| B | | |
| aCb | | |
| aA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| ddd | | |
| d | | |
| | | |
| Cb | | |
| acB | | |
| aaA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| ddd | | |
| d | | |
| C | | |
| cb | | |
| acb | | |
| aaBA | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| ddd | | |
| d | | |
| cC | | |
| cb | | |
| acbA | | |
| aBba | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D ddd | | |
| d | | |
| cc | | |
| cC | | |
| acbaA | | |
| abba | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d ddd | | |
| D d | | |
| cc | | |
| cc A | | |
| acCaa | | |
| abba | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d ddd | | |
| d d | | |
| D cc | | |
| ccAa | | |
| accaa | | |
| abCa | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d ddd | | |
| d d | | |
| dD cc | | |
| cAaa | | |
| accaa | | |
| abca | | |
| bbC | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d ddd | | |
| d d | | |
| ddD cc | | |
| Aaaa | | |
| accaa | | |
| abca | | |
| Bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d ddd | | |
| d d | | |
| dddDcc | | |
| aaaa | | |
| aAcaa | | |
| Babca | | |
| bbbc | | |
| bb c | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d ddd | | |
| d d | | |
| ddddDc | | |
| aaaa | | |
| aacaa | | |
| BbaAca | | |
| bbbc | | |
| bb c | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d ddd | | |
| d d | | |
| dddddD | | |
| aaaa | | |
| B aacaa | | |
| bbAaca | | |
| bbbc | | |
| bb cC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d ddd | | |
| d d | | |
| dddddd | | |
| B aDaa | | |
| b aacaa | | |
| bAaaca | | |
| bbbcC | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d ddd | | |
| d d | | |
| dBdddd | | |
| b Ddaa | | |
| b aacaa | | |
| AaaacC | | |
| bbbcc | | |
| bb cc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d ddd | | |
| dB d | | |
| dbdddd | | |
| b Dddaa | | |
| b aacaa | | |
| aaaaccC | | |
| Abbbcc | | |
| bb cc | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=1190 | |
results['episode_reward_mean']=21289.51 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| C D | | |
| | | |
| | | |
| | | |
| A B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| cCd | | |
| | | |
| | | |
| | | |
| ABb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| ccd | | |
| C | | |
| | | |
| | | |
| BAb | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dD | | |
| d | | |
| ccd | | |
| cC | | |
| | | |
| | | |
| bab | | |
| BA | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| ddD | | |
| d | | |
| ccC | | |
| cc | | |
| | | |
| | | |
| bab | | |
| baA | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddD | | |
| d | | |
| ccc | | |
| cC | | |
| | | |
| | | |
| baA | | |
| baa | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| d D | | |
| ccC | | |
| cc | | |
| | | |
| | | |
| bAa | | |
| Bbaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| C d | | |
| ccc D | | |
| cc | | |
| | | |
| | | |
| BAaa | | |
| bbaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| c d | | |
| ccC d | | |
| cc D | | |
| | | |
| | | |
| BAaaa | | |
| bbaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| C d | | |
| ccc d | | |
| cc d | | |
| D | | |
| B | | |
| Aaaaa | | |
| bbaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddd | | |
| Cc d | | |
| ccc d | | |
| cc d | | |
| B Dd | | |
| b | | |
| aaaaa | | |
| Abbaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Cdddd | | |
| cc d | | |
| ccc d | | |
| B cc d | | |
| b dd | | |
| b D | | |
| aaaaa | | |
| Aabbaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| cdddd | | |
| Cc d | | |
| B ccc d | | |
| b cc d | | |
| b dd | | |
| b d | | |
| Aaaaaa D | | |
| aabbaa | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Cdddd | | |
| B cc d | | |
| b ccc d | | |
| b cc d | | |
| b dd | | |
| b d | | |
| Aaaaaaa d | | |
| aabbaa D | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| C | | |
| B cdddd | | |
| b cc d | | |
| b ccc d | | |
| b cc d | | |
| b dd | | |
| A b d | | |
| aaaaaaa d | | |
| aabbaaDd | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Cc | | |
| bB cdddd | | |
| b cc d | | |
| b ccc d | | |
| b cc d | | |
| b dd | | |
|Aa b d | | |
| aaaaaaa d | | |
| aabbaDdd | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ccc | | |
| bbBcdddd | | |
| b cc d | | |
| b ccc d | | |
| b cc d | | |
|A b dd | | |
|aa b d | | |
| aaaaaaD d | | |
| aabbaddd | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| CcBc | | |
| bbbcdddd | | |
| b cc d | | |
| b ccc d | | |
|A b cc d | | |
|a b dd | | |
|aa b D d | | |
| aaaaaad d | | |
| aabbaddd | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| B | | |
| ccbc | | |
| Cbbcdddd | | |
| b cc d | | |
|A b ccc d | | |
|a b cc d | | |
|a b dd | | |
|aa b Dd d | | |
| aaaaaad d | | |
| aabbaddd | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| bB | | |
| ccbc | | |
| cCbcdddd | | |
| b cc d | | |
|a b ccc d | | |
|A b cc d | | |
|a b D dd | | |
|aa b dd d | | |
| aaaaaad d | | |
| aabbaddd | | |
| bb | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1191 | |
results['episode_reward_mean']=21244.58 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| AC | | |
| D | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| | | |
| acCD | | |
| A d | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| accd | | |
| a Cd | | |
| A | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| accd | | |
| a cd | | |
| Aa C | | |
| b | | |
| bB | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| accd | | |
| a cd | | |
| aa c | | |
| AbBC | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| d | | |
| accd | | |
| a cd | | |
| aa c | | |
| AabbB | | |
| bbC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| d | | |
| accd | | |
| a cd | | |
| Aaa B | | |
| aabbb | | |
| bbcC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| d | | |
| accd | | |
| A a cd | | |
| aaaBb | | |
| aabbbC | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| d | | |
| accd | | |
| Aa aBcd | | |
| aaabbC | | |
| aabbbc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| d | | |
| dd | | |
| d | | |
| aBcd | | |
| aa abcd | | |
| AaaabbcC | | |
| aabbbc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| d | | |
| dd | | |
| B d | | |
| abcd | | |
| aa abcd | | |
| Aaaaabbcc | | |
| aabbbcC | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| d | | |
| Bdd | | |
| b d | | |
| abcd | | |
| Aaa abcd | | |
| aaaaabbcc | | |
| aabbbccC | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddddd | | |
| Bd | | |
| bdd | | |
| b d | | |
| abcd | | |
|Aaaa abcd | | |
| aaaaabbccC | | |
| aabbbccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddddd | | |
| D Bbd | | |
| bdd | | |
| b d | | |
|A abcd | | |
|aaaa abcd C | | |
| aaaaabbccc | | |
| aabbbccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddddd | | |
| d bBd | | |
| D bdd | | |
|A b d | | |
|a abcd | | |
|aaaa abcd cC| | |
| aaaaabbccc | | |
| aabbbccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddddd | | |
| d Bbd | | |
| Dd bdd | | |
|a b d | | |
|A abcd C| | |
|aaaa abcd cc| | |
| aaaaabbccc | | |
| aabbbccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddBdd | | |
| d bbd | | |
| dd bdd | | |
|aD b d C| | |
|a abcd c| | |
|Aaaa abcd cc| | |
| aaaaabbccc | | |
| aabbbccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dddbBd | | |
| d bbd | | |
| dd bdd | | |
|ad b d Cc| | |
|aD abcd c| | |
|aaaa abcd cc| | |
|Aaaaaabbccc | | |
| aabbbccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| B | | |
| dddbbd | | |
| d bbd | | |
| dd bdd C | | |
|ad b d cc| | |
|adD abcd c| | |
|aaaa abcd cc| | |
|aaaaaabbccc | | |
|A aabbbccc | | |
| bbcc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| bB | | |
| dddbbd | | |
| d bbd | | |
| dd bddCc | | |
|ad b d cc| | |
|addD abcd c| | |
|aaaa abcd cc| | |
|aaaaaabbccc | | |
|aA aabbbccc | | |
| bbcc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1192 | |
results['episode_reward_mean']=21385.81 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| A | | |
| BDC | | |
| | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DA | | |
| bdc | | |
| B C | | |
| | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| DdaA | | |
| bdc | | |
| b c | | |
| B C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| ddaaA | | |
| bdc | | |
| b c | | |
| b c | | |
| B C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| ddaaa | | |
| bdc A | | |
| b c | | |
| b c | | |
| b c | | |
| B C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| ddaaa | | |
| bdc aA | | |
| b c | | |
| b c | | |
| b c | | |
| Bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| ddaaaA | | |
| bdc aa | | |
| b c | | |
| b c | | |
| Bb cC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| ddaaAa | | |
| bdc aa | | |
| b c | | |
| Bb cC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dd | | |
| ddaaaa | | |
| bdc Aa | | |
| b c | | |
| Bbb ccC | | |
| bb cc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dd | | |
| ddaaaa | | |
| bdcAaa | | |
| B b c | | |
| bbb ccc | | |
| bb ccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddd | | |
| d | | |
| dd | | |
| ddaaaa | | |
| B bdAaaa | | |
| b b c | | |
| bbb ccc | | |
| bb cccC | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| D d | | |
| dd | | |
| B ddaaaa | | |
| b bdaaaa | | |
| b b A | | |
| bbb cccC | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| d d | | |
| DBdd | | |
| b ddaaaa | | |
| b bdaaaa | | |
| b bAa C | | |
| bbb cccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddd | | |
| dBd | | |
| dbdd | | |
| Db ddaaaa | | |
| b bdaaaC | | |
| b baa c | | |
| bbbAcccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dBd | | |
| dbd | | |
| dbdd | | |
| Ddb ddaaaC | | |
| b bdaaac | | |
| b baa c | | |
| bbAacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| dbd | | |
| dbdd | | |
|Dddb ddaaCc | | |
| b bdaaac | | |
| b baa c | | |
| bAaacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| dbdd | | |
|dDdb ddaCcc | | |
| b bdaaac | | |
| b baa c | | |
| Aaaacccc | | |
| bb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbdd C | | |
|dddb ddaccc | | |
| D b bdaaac | | |
| b baa c | | |
| aaaacccc | | |
| Abb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd C | | |
| dbdd c | | |
|dddb ddaccc | | |
| dDb bdaaac | | |
| b baa c | | |
| aaaacccc | | |
| Aabb cccc | | |
| bb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| dd bB | | |
| dbbbb C | | |
| dbd c | | |
| dbdd c | | |
|dddb ddaccc | | |
| ddD bdaaac | | |
| b baa c | | |
| aaaacccc | | |
| aabb cccc | | |
| A bb cc | | |
| | | |
-------------- | |
Generation: algorithm.iteration=1193 | |
results['episode_reward_mean']=21519.74 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| C | | |
| | | |
| B | | |
| A | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| C | | |
| | | |
| b | | |
| AaB | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dd | | |
| cC | | |
| | | |
| b | | |
| Aaab | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dd | | |
| ccC | | |
| | | |
| b | | |
| aaab | | |
| A bB | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dd | | |
| ccc | | |
| C | | |
| b | | |
| aaabB | | |
| a bb | | |
| A | | |
| | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| dd | | |
| ccc | | |
| C | | |
| b | | |
| aaabB | | |
| a bb | | |
| Aa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| d | | |
| dd | | |
| ccc | | |
| c | | |
| bC | | |
| aaaBb | | |
| Aa bb | | |
| aa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| Ddd | | |
| dd | | |
| d | | |
| dd | | |
| ccc | | |
| c | | |
| bc | | |
| AaaBbC | | |
| aa bb | | |
| aa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| D dd | | |
| d | | |
| dd | | |
| ccc | | |
| c | | |
| bc | | |
| Aaaabbc | | |
| aa BbC | | |
| aa | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| D d | | |
| dd | | |
| ccc | | |
| c | | |
| A bc | | |
| aaaabbc | | |
| aa bbc | | |
| aa B C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d d | | |
| D dd | | |
| ccc | | |
| c | | |
|Aa bc | | |
| aaaabbc | | |
| aa bbc | | |
| aaBb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d d | | |
| d dd | | |
| D ccc | | |
|A c | | |
|aa bc | | |
| aaaabbc | | |
| aaBbbcC | | |
| aabb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d d | | |
| d dd | | |
|Ad ccc | | |
|aD c | | |
|aa bc | | |
| aaaBbbcC | | |
| aabbbcc | | |
| aabb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d d | | |
| d dd | | |
|aA ccc | | |
|adD c | | |
|aa bc | | |
| aaabBbccC | | |
| aabbbcc | | |
| aabb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d d | | |
| d dd | | |
|aa ccc | | |
|aAdD c | | |
|aa Bbc | | |
| aaabbbccc | | |
| aabbbccC | | |
| aabb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d d | | |
| d dd | | |
|aa ccc | | |
|aaAd B c | | |
|aa D bbc | | |
| aaabbbccc | | |
| aabbbcccC | | |
| aabb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d d | | |
| d dd | | |
|aa Bcc | | |
|aaad b c | | |
|aaAd bbc | | |
| aaDbbbcccC | | |
| aabbbcccc | | |
| aabb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d d | | |
| d dB | | |
|aa bcc | | |
|aaad b c | | |
|aaad bbc C | | |
| aAdbbbcccc | | |
| aDbbbcccc | | |
| aabb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d dd | | |
| d dB | | |
| d db | | |
|aa bcc | | |
|aaad b c | | |
|aaad bbc cC| | |
| aaAbbbcccc | | |
| adbbbcccc | | |
| aDbb cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| ddd | | |
| d ddB | | |
| d db | | |
| d db | | |
|aa bcc | | |
|aaad b c C| | |
|aaad bbc cc| | |
| aaabbbcccc | | |
| aAbbbcccc | | |
| adbb cc | | |
| D | | |
-------------- | |
Generation: algorithm.iteration=1194 | |
results['episode_reward_mean']=21450.79 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| B | | |
| | | |
| D | | |
| A | | |
| C | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| B | | |
| b | | |
| | | |
| Dd | | |
| aA | | |
| c | | |
| C | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| bB | | |
| b | | |
| | | |
| DddA | | |
| aa | | |
| c | | |
| c | | |
| C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bb | | |
| b | | |
| | | |
| DdddaA | | |
| aa | | |
| c | | |
| c | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bbb | | |
| b | | |
| D | | |
| ddddaaA | | |
| aa | | |
| c | | |
| cC | | |
| cc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| Bbbb | | |
| D b | | |
| d A | | |
| ddddaaa | | |
| aa | | |
| c | | |
| cc | | |
| cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| BDbbb | | |
| d b | | |
| d aA| | |
| ddddaaa | | |
| aa | | |
| c | | |
| cc | | |
| ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| BD | | |
| bdbbb | | |
| d b | | |
| d aa| | |
| ddddaaaA| | |
| aa | | |
| c | | |
| cc | | |
| ccc | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| | | |
| DB | | |
| bdbbb | | |
| d b | | |
| d aa| | |
| ddddaaaa| | |
| aa A| | |
| c | | |
| cc | | |
| ccc | | |
| cC | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dbB | | |
| bdbbb | | |
| d b | | |
| d aa| | |
| ddddaaaa| | |
| aa Aa| | |
| c | | |
| cc | | |
| cccC | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dbb | | |
| bdBbb | | |
| d b | | |
| d aa| | |
| ddddaaaa| | |
| aa aa| | |
| c A | | |
| cc C | | |
| cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddbb | | |
| bdbBb | | |
| d b | | |
| d aa| | |
| ddddaaaa| | |
| aa aa| | |
| c C | | |
| cc A | | |
| cccc | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| ddbb | | |
| bdBbb | | |
| d b | | |
| d aa| | |
| ddddaaaa| | |
| aa Ca| | |
| c c | | |
| cc a | | |
| cccA | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| Ddbb | | |
| bBbbb | | |
| d b | | |
| d aa| | |
| ddddaaCa| | |
| aa ca| | |
| c c | | |
| cc a | | |
| ccAa | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddbb | | |
| Dbbbbb | | |
| B b | | |
| d Ca| | |
| ddddaaca| | |
| aa ca| | |
| c c | | |
| cc a | | |
| cAaa | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddbb | | |
| dbbbbb | | |
| D bBb C | | |
| d ca| | |
| ddddaaca| | |
| aa ca| | |
| c c | | |
| cc a | | |
| Aaaa | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddbb | | |
| dbbbbb C | | |
| d bbB c | | |
| D d ca| | |
| ddddaaca| | |
| aa ca| | |
| c c | | |
| Ac a | | |
| aaaa | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddbb | | |
| dbbbBb Cc | | |
| d bbb c | | |
| Dd d ca| | |
| ddddaaca| | |
| aa ca| | |
| A c | | |
| ac a | | |
| aaaa | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddbb | | |
| dbbbbB cc | | |
| d bbb Cc | | |
| dd d ca| | |
| D ddddaaca| | |
| aa ca| | |
| aA c | | |
| ac a | | |
| aaaa | | |
| cc | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| ddbb B | | |
| dbbbbb cc | | |
| d bbb cc | | |
| dd d Cca| | |
| dD ddddaaca| | |
| aA ca| | |
| aa c | | |
| ac a | | |
| aaaa | | |
| cc | | |
-------------- | |
Generation: algorithm.iteration=1195 | |
results['episode_reward_mean']=21353.84 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| A D | | |
| | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| a D | | |
| A | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| a D | | |
| a | | |
| Ab | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C | | |
| a D | | |
| a | | |
| BA | | |
| bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cC | | |
| a D | | |
| a | | |
| baA | | |
| Bb | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cD | | |
| a C | | |
| a | | |
| baaA | | |
| bb | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| cd | | |
| a c | | |
| a CA | | |
| baaa | | |
| bb | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dd | | |
| cd | | |
| a cA | | |
| a ca | | |
| baCa | | |
| Bbb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Ddd | | |
| cd | | |
| a caA | | |
| a ca | | |
| Bbaca | | |
| bbbC | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| Dddd | | |
| cd | | |
| a cAa | | |
| a ca | | |
| Bbbaca | | |
| bbbc | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| dddd | | |
| cd | | |
| a Aaa | | |
| B a ca | | |
| bbbaca | | |
| bbbc | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| dddd | | |
| cd | | |
| B a aaa | | |
| b a Aa | | |
| bbbaca | | |
| bbbc | | |
| bb ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| dddd | | |
| B cd | | |
| b a aaa | | |
| b aAaa | | |
| bbbaca | | |
| bbbc | | |
| bb ccc | | |
| C | | |
-------------- | |
-------------- | |
| | | |
| D | | |
| dd | | |
| d | | |
| Bdddd | | |
| b cd | | |
| b a aaa | | |
| b aaaa | | |
| bbbAca | | |
| bbbc | | |
| bb ccC | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| Dd | | |
| dd | | |
| Bd | | |
| bdddd | | |
| b cd | | |
| b a aaa | | |
| b aAaa | | |
| bbbaca | | |
| bbbc C | | |
| bb ccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| DBd | | |
| bd | | |
| bdddd | | |
| b cd | | |
| b a aaa | | |
| b Aaaa | | |
| bbbaca | | |
| bbbc cC | | |
| bb ccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbB | | |
| Dbd | | |
| bdddd | | |
| b cd | | |
| b a aaa | | |
| b aaaa | | |
| bbAaca C | | |
| bbbc cc | | |
| bb ccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbB | | |
| dbd | | |
| Dbdddd | | |
| b cd | | |
| b a aaa | | |
| b aaaa C | | |
| bAaaca c | | |
| bbbc cc | | |
| bb ccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| dd | | |
| dbbbB | | |
| dbd | | |
| dbdddd | | |
| Db cd | | |
| b a aaaC | | |
| b aaaa c | | |
| Aaaaca c | | |
| bbbc cc | | |
| bb ccc | | |
| c | | |
-------------- | |
-------------- | |
| | | |
| dd B | | |
| dbbbb | | |
| dbd | | |
| dbdddd | | |
| Ddb cd C | | |
| b a aaac | | |
| b aaaa c | | |
| Aaaaaca c | | |
| bbbc cc | | |
| bb ccc | | |
| c | | |
-------------- | |
Generation: algorithm.iteration=1196 | |
results['episode_reward_mean']=21275.99 | |
Sample game: | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| C A | | |
| D | | |
| | | |
| B | | |
| | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cCa | | |
| dDA | | |
| | | |
| b | | |
| B | | |
| | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cCa | | |
| dDaA | | |
| | | |
| b | | |
| b | | |
| B | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| | | |
| cDa | | |
| dCaaA | | |
| | | |
| b | | |
| b | | |
| Bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| | | |
| D | | |
| cda A | | |
| dcaaa | | |
| C | | |
| b | | |
| Bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| | | |
| D | | |
| d | | |
| cda aA| | |
| dcaaa | | |
| c | | |
| Bb C | | |
| bb | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| D | | |
| d | | |
| d | | |
| cda aa| | |
| dcaaaA| | |
| c | | |
| Bbb c | | |
| bb C | | |
| bb | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| dD | | |
| d | | |
| d | | |
| cda aa| | |
| dcaaaa| | |
| B c A| | |
| bbb c | | |
| bb c | | |
| bb C | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dd | | |
| d | | |
| d | | |
| cda aa| | |
| B dcaaaa| | |
| b c Aa| | |
| bbb c | | |
| bb c | | |
| bb cC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddd | | |
| d | | |
| d | | |
| B cda aa| | |
| b dcaaaa| | |
| b c aa| | |
| bbb c A | | |
| bb c | | |
| bb ccC | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Dddd | | |
| d | | |
| B d | | |
| b cda aa| | |
| b dcaaaa| | |
| b c aa| | |
| bbb c a | | |
| bb c CA | | |
| bb ccc | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| B d | | |
| b d | | |
| b cda aa| | |
| b dcaaaa| | |
| b c aa| | |
| bbb c a | | |
| bb c cC | | |
| bb cccA | | |
| | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| B d | | |
| b d | | |
| b cda aa| | |
| b dcaaaa| | |
| b c aa| | |
| bbb c C | | |
| bb c cc | | |
| bb ccca | | |
| A | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| B d | | |
| b d | | |
| b cda aa| | |
| b dcaaaa| | |
| b c Ca| | |
| bbb c c | | |
| bb c cc | | |
| bb ccca | | |
| Aa | | |
-------------- | |
-------------- | |
| | | |
| | | |
| Ddddd | | |
| B d | | |
| b d | | |
| b cda aa| | |
| b dcaa |
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