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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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For board games, check out OpenSpiel: https://github.com/deepmind/open_spiel. It has the largest collection of any I know including the classics.
(shamless plug) If you want to check out a simple custom gym environment of a boardgame, I did a battleship env some time ago: https://github.com/thomashirtz/gym-battleship
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