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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.
You could try backgammon, blackjack, or poker from OpenSpiel: https://github.com/deepmind/open_spiel
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Maybe have a look at OpenAI's safety-gym maybe? Don't know if this fits your needs, but environment (e.g. obstacle placement) should be stochatic.
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