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TD3 (#338)

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Gal Leibovich
2019-06-16 11:11:21 +03:00
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parent 8df3c46756
commit 7eb884c5b2
107 changed files with 2200 additions and 495 deletions
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docs/components/agents/policy_optimization/pg.html
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@@ -117,6 +117,7 @@
<li class="toctree-l2"><a class="reference internal" href="../imitation/cil.html">Conditional Imitation Learning</a></li>
<li class="toctree-l2"><a class="reference internal" href="cppo.html">Clipped Proximal Policy Optimization</a></li>
<li class="toctree-l2"><a class="reference internal" href="ddpg.html">Deep Deterministic Policy Gradient</a></li>
<li class="toctree-l2"><a class="reference internal" href="td3.html">Twin Delayed Deep Deterministic Policy Gradient</a></li>
<li class="toctree-l2"><a class="reference internal" href="sac.html">Soft Actor-Critic</a></li>
<li class="toctree-l2"><a class="reference internal" href="../other/dfp.html">Direct Future Prediction</a></li>
<li class="toctree-l2"><a class="reference internal" href="../value_optimization/double_dqn.html">Double DQN</a></li>
@@ -251,7 +252,7 @@ serves the same purpose - reducing the update variance. After accumulating gradi
the gradients are then applied to the network.</p>
<dl class="class">
<dt id="rl_coach.agents.policy_gradients_agent.PolicyGradientAlgorithmParameters">
<em class="property">class </em><code class="descclassname">rl_coach.agents.policy_gradients_agent.</code><code class="descname">PolicyGradientAlgorithmParameters</code><a class="reference internal" href="../../../_modules/rl_coach/agents/policy_gradients_agent.html#PolicyGradientAlgorithmParameters"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#rl_coach.agents.policy_gradients_agent.PolicyGradientAlgorithmParameters" title="Permalink to this definition"></a></dt>
<em class="property">class </em><code class="sig-prename descclassname">rl_coach.agents.policy_gradients_agent.</code><code class="sig-name descname">PolicyGradientAlgorithmParameters</code><a class="reference internal" href="../../../_modules/rl_coach/agents/policy_gradients_agent.html#PolicyGradientAlgorithmParameters"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#rl_coach.agents.policy_gradients_agent.PolicyGradientAlgorithmParameters" title="Permalink to this definition"></a></dt>
<dd><dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">