<!DOCTYPE html> <html class="writer-html5" lang="en" > <head> <meta charset="utf-8" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /> <title>Gymnasium — Fancy Gym 0.2 documentation</title> <link rel="stylesheet" href="../_static/pygments.css" type="text/css" /> <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" /> <link rel="stylesheet" href="../_static/style.css" type="text/css" /> <link rel="shortcut icon" href="../_static/icon.svg"/> <!--[if lt IE 9]> <script src="../_static/js/html5shiv.min.js"></script> <![endif]--> <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script> <script src="../_static/jquery.js"></script> <script src="../_static/underscore.js"></script> <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script> <script src="../_static/doctools.js"></script> <script 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</div><div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="Navigation menu"> <p class="caption" role="heading"><span class="caption-text">User Guide</span></p> <ul> <li class="toctree-l1"><a class="reference internal" href="../guide/installation.html">Installation</a></li> <li class="toctree-l1"><a class="reference internal" href="../guide/episodic_rl.html">What is Episodic RL?</a></li> <li class="toctree-l1"><a class="reference internal" href="../guide/basic_usage.html">Basic Usage</a></li> <li class="toctree-l1"><a class="reference internal" href="../guide/upgrading_envs.html">Creating new MP Environments</a></li> </ul> <p class="caption" role="heading"><span class="caption-text">Environments</span></p> <ul class="current"> <li class="toctree-l1"><a class="reference internal" href="fancy/index.html">Fancy</a></li> <li class="toctree-l1"><a class="reference internal" href="dmc.html">DeepMind Control (DMC)</a></li> <li class="toctree-l1"><a class="reference internal" href="meta.html">Metaworld</a></li> <li class="toctree-l1 current"><a class="current reference internal" href="#">Gymnasium</a><ul> <li class="toctree-l2"><a class="reference internal" href="#step-based-environments">Step-Based Environments</a></li> <li class="toctree-l2"><a class="reference internal" href="#mp-environments">MP Environments</a></li> </ul> </li> </ul> <p class="caption" role="heading"><span class="caption-text">Examples</span></p> <ul> <li class="toctree-l1"><a class="reference internal" href="../examples/general.html">General Usage Examples</a></li> <li class="toctree-l1"><a class="reference internal" href="../examples/dmc.html">DeepMind Control Examples</a></li> <li class="toctree-l1"><a class="reference internal" href="../examples/metaworld.html">Metaworld Examples</a></li> <li class="toctree-l1"><a class="reference internal" href="../examples/open_ai.html">OpenAI Envs Examples</a></li> <li class="toctree-l1"><a class="reference internal" href="../examples/movement_primitives.html">Movement Primitives Examples</a></li> <li class="toctree-l1"><a class="reference internal" href="../examples/mp_params_tuning.html">MP Params Tuning Example</a></li> <li class="toctree-l1"><a class="reference internal" href="../examples/pd_control_gain_tuning.html">PD Control Gain Tuning Example</a></li> <li class="toctree-l1"><a class="reference internal" href="../examples/replanning_envs.html">Replanning Example</a></li> </ul> <p class="caption" role="heading"><span class="caption-text">API</span></p> <ul> <li class="toctree-l1"><a class="reference internal" href="../api.html">API</a></li> </ul> </div> </div> </nav> <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap"><nav class="wy-nav-top" aria-label="Mobile navigation menu" > <i data-toggle="wy-nav-top" class="fa fa-bars"></i> <a href="../index.html">Fancy Gym</a> </nav> <div class="wy-nav-content"> <div class="rst-content"> <div role="navigation" aria-label="Page navigation"> <ul class="wy-breadcrumbs"> <li><a href="../index.html" class="icon icon-home" aria-label="Home"></a></li> <li class="breadcrumb-item active">Gymnasium</li> <li class="wy-breadcrumbs-aside"> <a href="https://github.com/ALRhub/fancy_gym/blob/release/docs/source/envs/open_ai.md" class="fa fa-github"> Edit on GitHub</a> </li> </ul> <hr/> </div> <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article"> <div itemprop="articleBody"> <section id="gymnasium"> <h1>Gymnasium<a class="headerlink" href="#gymnasium" title="Permalink to this heading"></a></h1> <div class='center'> <img src="../_static/imgs/env_gifs/Lunar_Lander.gif" style="margin: 5%; width: 60%;"> <p>Lunar Lander Task (LunarLander-v2)</p> </div> <br> <p>We provide MP versions for selected <a class="reference external" href="https://gymnasium.farama.org/">Farama Gymnasium</a> (previously OpenAI Gym) environments.</p> <section id="step-based-environments"> <h2>Step-Based Environments<a class="headerlink" href="#step-based-environments" title="Permalink to this heading"></a></h2> <p>We refer to the <a class="reference external" href="https://gymnasium.farama.org/content/basic_usage/">Gymnasium docs</a> for an overview of step-based environments provided by them.</p> </section> <section id="mp-environments"> <h2>MP Environments<a class="headerlink" href="#mp-environments" title="Permalink to this heading"></a></h2> <p>These environments are wrapped-versions of their Gymnasium counterparts.</p> <table class="docutils align-default"> <thead> <tr class="row-odd"><th class="head"><p>Name</p></th> <th class="head"><p>Description</p></th> <th class="head"><p>Trajectory Horizon</p></th> <th class="head"><p>Action Dimension</p></th> </tr> </thead> <tbody> <tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">gym_ProMP/ContinuousMountainCar-v0</span></code></p></td> <td><p>A ProMP wrapped version of the ContinuousMountainCar-v0 environment.</p></td> <td><p>100</p></td> <td><p>1</p></td> </tr> <tr class="row-odd"><td><p><code class="docutils literal notranslate"><span class="pre">gym_ProMP/Reacher-v2</span></code></p></td> <td><p>A ProMP wrapped version of the Reacher-v2 environment.</p></td> <td><p>50</p></td> <td><p>2</p></td> </tr> <tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">gym_ProMP/FetchSlideDense-v1</span></code></p></td> <td><p>A ProMP wrapped version of the FetchSlideDense-v1 environment.</p></td> <td><p>50</p></td> <td><p>4</p></td> </tr> <tr class="row-odd"><td><p><code class="docutils literal notranslate"><span class="pre">gym_ProMP/FetchReachDense-v1</span></code></p></td> <td><p>A ProMP wrapped version of the FetchReachDense-v1 environment.</p></td> <td><p>50</p></td> <td><p>4</p></td> </tr> </tbody> </table> </section> </section> </div> </div> <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer"> <a href="meta.html" class="btn 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