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Right now, you're using the Gym API. This only is for one player, which is inconvenient to work with for multi-player games like yours, and does not allow for using any of the multi-agent RL libraries. If you switch your API to PettingZoo, you can just use all the major multi-agent RL libraries for learning.
Hey, have you considered using the PettingZoo API (https://github.com/PettingZoo-Team/PettingZoo)? It's like a multi-agent version of Gym and most of the major MARL libraries support it.
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