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an MCTS agent for tic tac toe with a dictionary for terminal state lookups

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tictactoe AI

implemented with MCTS + lookup table of observed outcomes

This project is an effort towards creating a board game playing agent.

TODO

  • Store game histories and terminal states to disk
    • exploring TFRecord and hdf5 for this. It would be nice to ensure that each board state is matched up to its result.
  • Load terminal states from disk at start
  • Replace evaluator with a function of board state, instead of random policy playout.

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an MCTS agent for tic tac toe with a dictionary for terminal state lookups

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