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<head><meta charset="utf-8"/>
<meta name="viewport" content="width=device-width,initial-scale=1"/>
<meta name="color-scheme" content="light dark">
<meta name="description" content="">
<meta name="description" content="A standard API for reinforcement learning and a diverse set of reference environments (formerly Gym)">
<meta property="og:title" content="Gymnasium Documentation" />
<meta property="og:type" content="website" />
<meta property="og:description" content="" />
<meta property="og:url" content="https://gymnasium.farama.org/api/spaces/utils.html" /><meta name="twitter:card" content="summary_large_image"><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
<meta property="og:description" content="A standard API for reinforcement learning and a diverse set of reference environments (formerly Gym)" />
<meta property="og:url" content="https://gymnasium.farama.org/api/spaces/utils.html" /><meta property="og:image" content="https://gymnasium.farama.org/_static/img/gymnasium-github.png" /><meta name="twitter:card" content="summary_large_image"><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
<link rel="index" title="Index" href="../../../genindex/" /><link rel="search" title="Search" href="../../../search/" /><link rel="next" title="Spaces Vector Utils" href="../vector_utils/" /><link rel="prev" title="Composite Spaces" href="../composite/" />
<link rel="canonical" href="https://gymnasium.farama.org/api/spaces/utils.html" />
<link rel="shortcut icon" href="../../../_static/favicon.png"/><meta name="generator" content="sphinx-5.2.3, furo 2022.09.15.dev1"/>
<link rel="shortcut icon" href="../../../_static/favicon.png"/><meta name="generator" content="sphinx-5.3.0, furo 2022.09.15.dev1"/>
<title>Spaces Utils - Gymnasium Documentation</title>
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css" />
<link rel="stylesheet" type="text/css" href="../../../_static/styles/furo.css?digest=9ec31e2665bf879c1d47d93a8ec4893870ee1e45" />
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<li>
<a href="https://gymnasium.farama.org">
<img src="_static/img/gymnasium-white.svg">
<img src="../../../_static/img/gymnasium-white.svg">
Gymnasium
</a>
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<li>
<a href="https://pettingzoo.farama.org">
<img src="_static/img/pettingzoo-white.svg">
<img src="../../../_static/img/pettingzoo-white.svg">
PettingZoo
</a>
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<li>
<a href="https://minigrid.farama.org">
<img src="_static/img/minigrid-white.svg">
<img src="../../../_static/img/minigrid-white.svg">
MiniGrid
</a>
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<li>
<a href="https://github.com/Farama-Foundation/SuperSuit">
<img src="_static/img/supersuit-white.svg">
<img src="../../../_static/img/supersuit-white.svg">
SuperSuit
</a>
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<li>
<a href="https://github.com/Farama-Foundation/gym-robotics">
<img src="_static/img/gymrobotics-white.svg">
<img src="../../../_static/img/gymrobotics-white.svg">
Gymnasium-Robotics
</a>
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<li>
<a href="https://github.com/Farama-Foundation/tinyscaler">
<img src="_static/img/tinyscaler-white.svg">
<img src="../../../_static/img/tinyscaler-white.svg">
Tinyscaler
</a>
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<li>
<a href="https://github.com/Farama-Foundation/AutoROM">
<img src="_static/img/autorom-white.svg">
<img src="../../../_static/img/autorom-white.svg">
AutoROM
</a>
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<li>
<a href="https://github.com/Farama-Foundation/Jumpy">
<img src="_static/img/jumpy-white.svg">
<img src="../../../_static/img/jumpy-white.svg">
JumPy
</a>
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<li>
<a href="https://github.com/Farama-Foundation/MAgent2">
<img src="_static/img/MAgent2-white.svg">
<img src="../../../_static/img/MAgent2-white.svg">
MAgent2
</a>
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<li>
<a href="https://github.com/Farama-Foundation/procgen2">
<img src="_static/img/procgen2-white.svg">
<img src="../../../_static/img/procgen2-white.svg">
Procgen2
</a>
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<li>
<a href="https://github.com/Farama-Foundation/MiniWorld">
<img src="_static/img/miniworld-white.svg">
<img src="../../../_static/img/miniworld-white.svg">
Miniworld
</a>
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<li>
<a href="https://github.com/Farama-Foundation/D4RL">
<img src="_static/img/d4rl-white.svg">
<img src="../../../_static/img/d4rl-white.svg">
D4RL
</a>
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<li>
<a href="https://github.com/Farama-Foundation/Kabuki">
<img src="_static/img/kabuki-white.svg">
<img src="../../../_static/img/kabuki-white.svg">
Kabuki
</a>
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<li>
<a href="https://farama.org/donations">
Donations
Donate
</a>
</li>