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Graph-AlphaZero

About The Project

This project aims to train an alphazero-style engine for Chess. The biggest difference being the policy network; we use a Graph Attention Network

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Built With

  • Python
  • PyTorch Geometric
  • Python-Chess

Roadmap

  • Graph representation
    • Board --> Graph
    • Policy graph representation
  • Network
  • Train on human/random games with Stockfish evaluations
  • Train on MCTS data (selfplay)

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  • Jupyter Notebook 76.9%
  • Python 23.1%