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.gitignore

.gitignore

 
 

LICENSE

LICENSE

 
 

README.md

README.md

 
 

game.py

game.py

 
 

go_board.py

go_board.py

 
 

go_board_tests.py

go_board_tests.py

 
 

go_tree.py

go_tree.py

 
 

hyper_params.py

hyper_params.py

 
 

model.py

model.py

 
 

model_parallel.py

model_parallel.py

 
 

model_tests.py

model_tests.py

 
 

train.py

train.py

 
 

train_parallel.py

train_parallel.py

 
 

util.py

util.py

 
 

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AlphaGo-Zero implementation

Requirements

  • numpy
  • tensorflow

References

[1] David Silver, Julian Schrittwieser, Karen Simonyan, Ioannis Antonoglou, Aja Huang, Arthur Guez, Thomas Hubert, Lucas Baker, Matthew Lai, Adrian Bolton, Yutian Chen, Timothy Lillicrap, Fan Hui, Laurent Sifre, George van den Driessche, Thore Graepel, and Demis Hassabis. Mastering the game of go without human knowledge. Nature, 550:354–359, 2017

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Alphago Zero implemenation

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