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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.
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+1 for OpenSpiel if you are concerned about speed because it wraps a C++ implementation. You can expose custom views on the states (i.e. bitmaps, whatever you want) to Python by just adding more functions to the C++ objects and then adding python bindings here: https://github.com/deepmind/open_spiel/blob/master/open_spiel/python/pybind11/games_chess.cc. Check out similar files for other games for more examples.
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