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  1. Farama-Foundation/PettingZoo Farama-Foundation/PettingZoo Public

    An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

    Python 3.3k 471

  2. Farama-Foundation/Gymnasium Farama-Foundation/Gymnasium Public

    An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

    Python 11.4k 1.3k

  3. Farama-Foundation/MAgent2 Farama-Foundation/MAgent2 Public

    An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments

    C++ 320 56