RL for chess

This page summarizes the projects mentioned and recommended in the original post on /r/reinforcementlearning

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  • open_spiel

    OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

  • I personally haven’t used it before, but DeepMind have developed a framework called OpenSpiel that provides a Chess environment.

  • muzero-general

    MuZero

  • +1 to taking a look at OpenSpiel. It has AlphaZero in C++ and Python, and there is even a PR open that allows running UCI (e.g. Stockfish) bot. You can also load chess via the OpenSpiel wrapper in muzero-general: https://github.com/werner-duvaud/muzero-general

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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