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12 changes: 7 additions & 5 deletions docs/index.md
Original file line number Diff line number Diff line change
Expand Up @@ -57,12 +57,14 @@ Contribute to the Docs <https://github.com/Farama-Foundation/PettingZoo/tree/mas

```

# PettingZoo is a standard API for multi-agent reinforcement learning
# PettingZoo is a standard API for multi-agent reinforcement learning.

```{figure} environments/atari/atari_warlords.gif
:width: 230px
:name: warlods
```

<center>
<a href="_static/videos/environments-demo.mp4">
<video title="PettingZoo environments" autoplay loop muted width="450" src="_static/videos/environments-demo.mp4" type="video/mp4"></video>
</a>
</center>

**PettingZoo includes a diverse set of reference environments, and a simple, pythonic interface capable of representing general multi-agent reinforcement learning (MARL) problems.**

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