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elliottower authored May 3, 2023
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<div class="logo">
<img src="_static/img/pettingzoo-text.png" width="65%" alt="PettingZoo Logo">
</div>
<h2>An API standard for multi-agent reinforcement learning with a diverse collection of reference environments</h2>
<h2>An API standard for multi-agent reinforcement learning</h2>
</center>

```{figure} _static/img/environments-demo.gif
:width: 480px
:name: PettingZoo environments
```

**PettingZoo is a simple, pythonic interface capable of representing general multi-agent reinforcement learning (MARL) problems.** PettingZoo includes a wide variety of reference environments, and tools for creating your own custom environments.
**PettingZoo is a simple, pythonic interface capable of representing general multi-agent reinforcement learning (MARL) problems.**
PettingZoo includes a wide variety of reference environments, helpful utilities, and tools for creating your own custom environments.

Environments can be interacted with using a similar interface to [Gymnasium](https://gymnasium.farama.org):

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