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Kallinteris-Andreas committed Nov 12, 2024
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2 changes: 1 addition & 1 deletion main/.buildinfo
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# Sphinx build info version 1
# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
config: 8f1f4633f4779a42ab438b902a042b69
config: e2e461a5f445c2677d7ae92b99c84eba
tags: d77d1c0d9ca2f4c8421862c7c5a0d620
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2 changes: 1 addition & 1 deletion main/introduction/record_agent/index.html
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<section class="tex2jax_ignore mathjax_ignore" id="recording-agents">
<h1>Recording Agents<a class="headerlink" href="#recording-agents" title="Link to this heading"></a></h1>
<p>During training or when evaluating an agent, it may be interesting to record agent behaviour over an episode and log the total reward accumulated. This can be achieved through two wrappers: <code class="xref py py-class docutils literal notranslate"><span class="pre">RecordEpisodeStatistics</span></code> and <code class="xref py py-class docutils literal notranslate"><span class="pre">RecordVideo</span></code>, the first tracks episode data such as the total rewards, episode length and time taken and the second generates mp4 videos of the agents using the environment renderings.</p>
<p>We show how to apply these wrappers for two types of problems; the first for recording data for every episode (normally evaluation) and second for recording data periodiclly (for normal training).</p>
<p>We show how to apply these wrappers for two types of problems; the first for recording data for every episode (normally evaluation) and second for recording data periodically (for normal training).</p>
<section id="recording-every-episode">
<h2>Recording Every Episode<a class="headerlink" href="#recording-every-episode" title="Link to this heading"></a></h2>
<p>Given a trained agent, you may wish to record several episodes during evaluation to see how the agent acts. Below we provide an example script to do this with the <code class="xref py py-class docutils literal notranslate"><span class="pre">RecordEpisodeStatistics</span></code> and <code class="xref py py-class docutils literal notranslate"><span class="pre">RecordVideo</span></code>.</p>
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