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AlphaZero. Tic-tac-toe example for YoungResearcherry community.

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agents

agents

 
 

env

env

 
 

README.md

README.md

 
 

arena.py

arena.py

 
 

main.py

main.py

 
 

nn_wrapper.py

nn_wrapper.py

 
 

play.py

play.py

 
 

test.py

test.py

 
 

train.py

train.py

 
 

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Implementation of AlphaZero for Tic-tac-toe

TODO

  • Add basic environment
  • Add random policy agent
  • Finish the environment
  • Add MCTS
  • Add NN
  • Add NN Wrapper
  • Add Arena for models
  • Add Train - class for training models
  • Finish AlphaZero
  • Fix bugs
  • Refactor
  • Enhance README

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AlphaZero. Tic-tac-toe example for YoungResearcherry community.

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