GitHub/ReAgent
1
0
Fork 0
mirror of https://github.com/facebookresearch/ReAgent.git synced 2026-05-17 12:40:39 +00:00
Code Issues Packages Projects Releases Wiki Activity
Files
gh-pages
ReAgent/api/reagent.net_builder.value.html
T
Zhengxing Chen f2d2a25aff Update docs 11/20/2021
2021-11-20 20:47:01 -08:00

233 lines
22 KiB
HTML
Raw Permalink Blame History

<!DOCTYPE html>
<html class="writer-html5" lang="en" >
<head>
<meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>reagent.net_builder.value package &mdash; ReAgent 1.0 documentation</title>
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
<link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
<!--[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/doctools.js"></script>
<script src="../_static/js/theme.js"></script>
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
<link rel="next" title="reagent.optimizer package" href="reagent.optimizer.html" />
<link rel="prev" title="reagent.net_builder.synthetic_reward package" href="reagent.net_builder.synthetic_reward.html" />
</head>
<body class="wy-body-for-nav">
<div class="wy-grid-for-nav">
<nav data-toggle="wy-nav-shift" class="wy-nav-side">
<div class="wy-side-scroll">
<div class="wy-side-nav-search" >
<a href="../index.html" class="icon icon-home"> ReAgent
</a>
<div role="search">
<form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
<input type="text" name="q" placeholder="Search docs" />
<input type="hidden" name="check_keywords" value="yes" />
<input type="hidden" name="area" value="default" />
</form>
</div>
</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">Getting Started</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="../installation.html">Installation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../usage.html">Usage</a></li>
<li class="toctree-l1"><a class="reference internal" href="../rasp_tutorial.html">RASP (Not Actively Maintained)</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Advanced Topics</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="../continuous_integration.html">Continuous Integration</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Package Reference</span></p>
<ul class="current">
<li class="toctree-l1"><a class="reference internal" href="reagent.core.html">Core</a></li>
<li class="toctree-l1"><a class="reference internal" href="reagent.data.html">Data</a></li>
<li class="toctree-l1"><a class="reference internal" href="reagent.gym.html">Gym</a></li>
<li class="toctree-l1"><a class="reference internal" href="reagent.evaluation.html">Evaluation</a></li>
<li class="toctree-l1"><a class="reference internal" href="reagent.lite.html">Lite</a></li>
<li class="toctree-l1"><a class="reference internal" href="reagent.mab.html">MAB</a></li>
<li class="toctree-l1"><a class="reference internal" href="reagent.model_managers.html">Model Managers</a></li>
<li class="toctree-l1"><a class="reference internal" href="reagent.model_utils.html">Model Utils</a></li>
<li class="toctree-l1 current"><a class="reference internal" href="reagent.net_builder.html">Net Builders</a><ul class="current">
<li class="toctree-l2 current"><a class="reference internal" href="reagent.net_builder.html#subpackages">Subpackages</a><ul class="current">
<li class="toctree-l3"><a class="reference internal" href="reagent.net_builder.categorical_dqn.html">reagent.net_builder.categorical_dqn package</a></li>
<li class="toctree-l3"><a class="reference internal" href="reagent.net_builder.continuous_actor.html">reagent.net_builder.continuous_actor package</a></li>
<li class="toctree-l3"><a class="reference internal" href="reagent.net_builder.discrete_actor.html">reagent.net_builder.discrete_actor package</a></li>
<li class="toctree-l3"><a class="reference internal" href="reagent.net_builder.discrete_dqn.html">reagent.net_builder.discrete_dqn package</a></li>
<li class="toctree-l3"><a class="reference internal" href="reagent.net_builder.parametric_dqn.html">reagent.net_builder.parametric_dqn package</a></li>
<li class="toctree-l3"><a class="reference internal" href="reagent.net_builder.quantile_dqn.html">reagent.net_builder.quantile_dqn package</a></li>
<li class="toctree-l3"><a class="reference internal" href="reagent.net_builder.slate_ranking.html">reagent.net_builder.slate_ranking package</a></li>
<li class="toctree-l3"><a class="reference internal" href="reagent.net_builder.slate_reward.html">reagent.net_builder.slate_reward package</a></li>
<li class="toctree-l3"><a class="reference internal" href="reagent.net_builder.synthetic_reward.html">reagent.net_builder.synthetic_reward package</a></li>
<li class="toctree-l3 current"><a class="current reference internal" href="#">reagent.net_builder.value package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="#module-reagent.net_builder.value.fully_connected">reagent.net_builder.value.fully_connected module</a></li>
<li class="toctree-l4"><a class="reference internal" href="#module-reagent.net_builder.value.seq2reward_rnn">reagent.net_builder.value.seq2reward_rnn module</a></li>
<li class="toctree-l4"><a class="reference internal" href="#module-reagent.net_builder.value">Module contents</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="reagent.net_builder.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="reagent.net_builder.html#module-reagent.net_builder.categorical_dqn_net_builder">reagent.net_builder.categorical_dqn_net_builder module</a></li>
<li class="toctree-l2"><a class="reference internal" href="reagent.net_builder.html#module-reagent.net_builder.continuous_actor_net_builder">reagent.net_builder.continuous_actor_net_builder module</a></li>
<li class="toctree-l2"><a class="reference internal" href="reagent.net_builder.html#module-reagent.net_builder.discrete_actor_net_builder">reagent.net_builder.discrete_actor_net_builder module</a></li>
<li class="toctree-l2"><a class="reference internal" href="reagent.net_builder.html#module-reagent.net_builder.discrete_dqn_net_builder">reagent.net_builder.discrete_dqn_net_builder module</a></li>
<li class="toctree-l2"><a class="reference internal" href="reagent.net_builder.html#module-reagent.net_builder.parametric_dqn_net_builder">reagent.net_builder.parametric_dqn_net_builder module</a></li>
<li class="toctree-l2"><a class="reference internal" href="reagent.net_builder.html#module-reagent.net_builder.quantile_dqn_net_builder">reagent.net_builder.quantile_dqn_net_builder module</a></li>
<li class="toctree-l2"><a class="reference internal" href="reagent.net_builder.html#module-reagent.net_builder.slate_ranking_net_builder">reagent.net_builder.slate_ranking_net_builder module</a></li>
<li class="toctree-l2"><a class="reference internal" href="reagent.net_builder.html#module-reagent.net_builder.slate_reward_net_builder">reagent.net_builder.slate_reward_net_builder module</a></li>
<li class="toctree-l2"><a class="reference internal" href="reagent.net_builder.html#module-reagent.net_builder.synthetic_reward_net_builder">reagent.net_builder.synthetic_reward_net_builder module</a></li>
<li class="toctree-l2"><a class="reference internal" href="reagent.net_builder.html#module-reagent.net_builder.unions">reagent.net_builder.unions module</a></li>
<li class="toctree-l2"><a class="reference internal" href="reagent.net_builder.html#module-reagent.net_builder.value_net_builder">reagent.net_builder.value_net_builder module</a></li>
<li class="toctree-l2"><a class="reference internal" href="reagent.net_builder.html#module-reagent.net_builder">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="reagent.optimizer.html">Optimizers</a></li>
<li class="toctree-l1"><a class="reference internal" href="reagent.models.html">Models</a></li>
<li class="toctree-l1"><a class="reference internal" href="reagent.prediction.html">Prediction</a></li>
<li class="toctree-l1"><a class="reference internal" href="reagent.preprocessing.html">Preprocessing</a></li>
<li class="toctree-l1"><a class="reference internal" href="reagent.training.html">Training</a></li>
<li class="toctree-l1"><a class="reference internal" href="reagent.workflow.html">Workflow</a></li>
<li class="toctree-l1"><a class="reference internal" href="modules.html">All Modules</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Others</span></p>
<ul>
<li class="toctree-l1"><a class="reference external" href="https://github.com/facebookresearch/ReAgent">Github</a></li>
<li class="toctree-l1"><a class="reference internal" href="../license.html">License</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">ReAgent</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"></a> &raquo;</li>
<li><a href="reagent.net_builder.html">reagent.net_builder package</a> &raquo;</li>
<li>reagent.net_builder.value package</li>
<li class="wy-breadcrumbs-aside">
<a href="../_sources/api/reagent.net_builder.value.rst.txt" rel="nofollow"> View page source</a>
</li>
</ul>
<hr/>
</div>
<div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
<div itemprop="articleBody">
<section id="reagent-net-builder-value-package">
<h1>reagent.net_builder.value package<a class="headerlink" href="#reagent-net-builder-value-package" title="Permalink to this headline"></a></h1>
<section id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline"></a></h2>
</section>
<section id="module-reagent.net_builder.value.fully_connected">
<span id="reagent-net-builder-value-fully-connected-module"></span><h2>reagent.net_builder.value.fully_connected module<a class="headerlink" href="#module-reagent.net_builder.value.fully_connected" title="Permalink to this headline"></a></h2>
<dl class="py class">
<dt class="sig sig-object py" id="reagent.net_builder.value.fully_connected.FullyConnected">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">reagent.net_builder.value.fully_connected.</span></span><span class="sig-name descname"><span class="pre">FullyConnected</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sizes:</span> <span class="pre">List[int]</span> <span class="pre">=</span> <span class="pre">&lt;factory&gt;</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activations:</span> <span class="pre">List[str]</span> <span class="pre">=</span> <span class="pre">&lt;factory&gt;</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_layer_norm:</span> <span class="pre">bool</span> <span class="pre">=</span> <span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#reagent.net_builder.value.fully_connected.FullyConnected" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <a class="reference internal" href="reagent.net_builder.html#reagent.net_builder.value_net_builder.ValueNetBuilder" title="reagent.net_builder.value_net_builder.ValueNetBuilder"><code class="xref py py-class docutils literal notranslate"><span class="pre">reagent.net_builder.value_net_builder.ValueNetBuilder</span></code></a></p>
<dl class="py attribute">
<dt class="sig sig-object py" id="reagent.net_builder.value.fully_connected.FullyConnected.activations">
<span class="sig-name descname"><span class="pre">activations</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">List</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#reagent.net_builder.value.fully_connected.FullyConnected.activations" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="reagent.net_builder.value.fully_connected.FullyConnected.build_value_network">
<span class="sig-name descname"><span class="pre">build_value_network</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">state_normalization_data</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="reagent.core.html#reagent.core.parameters.NormalizationData" title="reagent.core.parameters.NormalizationData"><span class="pre">reagent.core.parameters.NormalizationData</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_dim</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">1</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">torch.nn.modules.module.Module</span></span></span><a class="headerlink" href="#reagent.net_builder.value.fully_connected.FullyConnected.build_value_network" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="reagent.net_builder.value.fully_connected.FullyConnected.sizes">
<span class="sig-name descname"><span class="pre">sizes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">List</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#reagent.net_builder.value.fully_connected.FullyConnected.sizes" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="reagent.net_builder.value.fully_connected.FullyConnected.use_layer_norm">
<span class="sig-name descname"><span class="pre">use_layer_norm</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">False</span></em><a class="headerlink" href="#reagent.net_builder.value.fully_connected.FullyConnected.use_layer_norm" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
</dd></dl>
</section>
<section id="module-reagent.net_builder.value.seq2reward_rnn">
<span id="reagent-net-builder-value-seq2reward-rnn-module"></span><h2>reagent.net_builder.value.seq2reward_rnn module<a class="headerlink" href="#module-reagent.net_builder.value.seq2reward_rnn" title="Permalink to this headline"></a></h2>
<dl class="py class">
<dt class="sig sig-object py" id="reagent.net_builder.value.seq2reward_rnn.Seq2RewardNetBuilder">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">reagent.net_builder.value.seq2reward_rnn.</span></span><span class="sig-name descname"><span class="pre">Seq2RewardNetBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">action_dim</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_hiddens</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">64</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_hidden_layers</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">2</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#reagent.net_builder.value.seq2reward_rnn.Seq2RewardNetBuilder" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <a class="reference internal" href="reagent.net_builder.html#reagent.net_builder.value_net_builder.ValueNetBuilder" title="reagent.net_builder.value_net_builder.ValueNetBuilder"><code class="xref py py-class docutils literal notranslate"><span class="pre">reagent.net_builder.value_net_builder.ValueNetBuilder</span></code></a></p>
<dl class="py attribute">
<dt class="sig sig-object py" id="reagent.net_builder.value.seq2reward_rnn.Seq2RewardNetBuilder.action_dim">
<span class="sig-name descname"><span class="pre">action_dim</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">int</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">2</span></em><a class="headerlink" href="#reagent.net_builder.value.seq2reward_rnn.Seq2RewardNetBuilder.action_dim" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="reagent.net_builder.value.seq2reward_rnn.Seq2RewardNetBuilder.build_value_network">
<span class="sig-name descname"><span class="pre">build_value_network</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">state_normalization_data</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="reagent.core.html#reagent.core.parameters.NormalizationData" title="reagent.core.parameters.NormalizationData"><span class="pre">reagent.core.parameters.NormalizationData</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">torch.nn.modules.module.Module</span></span></span><a class="headerlink" href="#reagent.net_builder.value.seq2reward_rnn.Seq2RewardNetBuilder.build_value_network" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="reagent.net_builder.value.seq2reward_rnn.Seq2RewardNetBuilder.num_hidden_layers">
<span class="sig-name descname"><span class="pre">num_hidden_layers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">int</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">2</span></em><a class="headerlink" href="#reagent.net_builder.value.seq2reward_rnn.Seq2RewardNetBuilder.num_hidden_layers" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="reagent.net_builder.value.seq2reward_rnn.Seq2RewardNetBuilder.num_hiddens">
<span class="sig-name descname"><span class="pre">num_hiddens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">int</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">64</span></em><a class="headerlink" href="#reagent.net_builder.value.seq2reward_rnn.Seq2RewardNetBuilder.num_hiddens" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
</dd></dl>
</section>
<section id="module-reagent.net_builder.value">
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-reagent.net_builder.value" title="Permalink to this headline"></a></h2>
</section>
</section>
</div>
</div>
<footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
<a href="reagent.net_builder.synthetic_reward.html" class="btn btn-neutral float-left" title="reagent.net_builder.synthetic_reward package" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
<a href="reagent.optimizer.html" class="btn btn-neutral float-right" title="reagent.optimizer package" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
</div>
<hr/>
<div role="contentinfo">
<p>&#169; Copyright 2022, Meta Platforms, Inc.</p>
</div>
Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
<a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
provided by <a href="https://readthedocs.org">Read the Docs</a>.
</footer>
</div>
</div>
</section>
</div>
<script>
jQuery(function () {
SphinxRtdTheme.Navigation.enable(true);
});
</script>
</body>
</html>
Reference in New Issue View Git Blame Copy Permalink