Theresa Eimer: Merge pull request #146 from automl/development

automl · Sep 30, 2024 · db2fe7e · db2fe7e
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 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 1c6d393083550fce76b03340af4f5a7f
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diff --git a/main/_modules/dacbench/envs/toysgd.html b/main/_modules/dacbench/envs/toysgd.html
diff --git a/main/_modules/dacbench/logger.html b/main/_modules/dacbench/logger.html
diff --git a/main/_modules/dacbench/plotting.html b/main/_modules/dacbench/plotting.html
diff --git a/main/_modules/dacbench/wrappers/action_tracking_wrapper.html b/main/_modules/dacbench/wrappers/action_tracking_wrapper.html
diff --git a/main/_modules/dacbench/wrappers/episode_time_tracker.html b/main/_modules/dacbench/wrappers/episode_time_tracker.html
diff --git a/main/_modules/dacbench/wrappers/instance_sampling_wrapper.html b/main/_modules/dacbench/wrappers/instance_sampling_wrapper.html
diff --git a/main/_modules/dacbench/wrappers/multidiscrete_action_wrapper.html b/main/_modules/dacbench/wrappers/multidiscrete_action_wrapper.html
@@ -1,11 +1,10 @@
-
 <!DOCTYPE html>
 
-<html lang="en">
+<html lang="en" data-content_root="../../../">
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>dacbench.wrappers.multidiscrete_action_wrapper &#8212; DACBench Documentation 0.2.0 documentation</title>
+    <title>dacbench.wrappers.multidiscrete_action_wrapper &#8212; DACBench Documentation 0.3.0 documentation</title>
 
   <link href="../../../_static/css/theme.css" rel="stylesheet">
   <link href="../../../_static/css/index.ac9c05f7c49ca1e1f876c6e36360ea26.css" rel="stylesheet">
@@ -22,14 +21,14 @@
 
 
 
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css" />
-    <link rel="stylesheet" type="text/css" href="../../../_static/css/custom.css" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=a746c00c" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/css/custom.css?v=2eb4fb78" />
 
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+    <script src="../../../_static/documentation_options.js?v=f129cdf0"></script>
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@@ -89,11 +88,11 @@
         <div class="dropdown mt-1">
     <button type="button" class="btn btn-secondary btn-md navbar-btn dropdown-toggle" id="dLabelMore"
         data-toggle="dropdown">
-        v0.2.0
+        v0.3.0
         <span class="caret"></span>
     </button>
     <div class="dropdown-menu list-group-flush py-0" aria-labelledby="dLabelMore">
-        <a class="list-group-item list-group-item-action" href="#">v0.2.0</a>
+        <a class="list-group-item list-group-item-action" href="#">v0.3.0</a>
     </div>
 </div>
       </div>
@@ -118,7 +117,7 @@
 
             <!-- Only show if we have sidebars configured, else just a small margin  -->
             <div class="col-12 col-md-3 bd-sidebar"><h4 class="mt-0 mb-0"><a href="../../../index.html">DACBench Documentation</a></h4>
-<div class="mb-3">v0.2.0</div><nav class="bd-links" id="bd-docs-nav" aria-label="Main navigation">
+<div class="mb-3">v0.3.0</div><nav class="bd-links" id="bd-docs-nav" aria-label="Main navigation">
   <div class="bd-toc-item active">
     <p aria-level="2" class="caption" role="heading">
  <span class="caption-text">
@@ -154,8 +153,8 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference internal" href="../../../source/benchmark_docs/sigmoid.html">
-   The Sigmoid Toy Benchmark
+  <a class="reference internal" href="../../../source/benchmark_docs/function_approximation.html">
+   The Function Approximation Toy Benchmark
   </a>
  </li>
  <li class="toctree-l1">
@@ -168,29 +167,14 @@
    The ToySGD Benchmark
   </a>
  </li>
- <li class="toctree-l1">
-  <a class="reference internal" href="../../../source/benchmark_docs/geometric.html">
-   The Geometric Toy Benchmark
-  </a>
- </li>
- <li class="toctree-l1">
-  <a class="reference internal" href="../../../source/benchmark_docs/fastdownward.html">
-   The FastDownward Benchmark
-  </a>
- </li>
  <li class="toctree-l1">
   <a class="reference internal" href="../../../source/benchmark_docs/theory.html">
    The Theory Benchmark
   </a>
  </li>
  <li class="toctree-l1">
   <a class="reference internal" href="../../../source/benchmark_docs/cma.html">
-   The PyCMA CMA-ES Benchmark
-  </a>
- </li>
- <li class="toctree-l1">
-  <a class="reference internal" href="../../../source/benchmark_docs/modcma.html">
-   The IOHProfiler ModCMA Benchmark
+   The CMA-ES Benchmark
   </a>
  </li>
  <li class="toctree-l1">
@@ -275,18 +259,25 @@
               <div>
 
   <h1>Source code for dacbench.wrappers.multidiscrete_action_wrapper</h1><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">itertools</span>
+<span></span><span class="sd">&quot;&quot;&quot;Wrapper for casting MultiDiscrete action spaces to Discrete.&quot;&quot;&quot;</span>
+
+<span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span>
+
+<span class="kn">import</span> <span class="nn">itertools</span>
 
 <span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
 <span class="kn">from</span> <span class="nn">gymnasium</span> <span class="kn">import</span> <span class="n">Wrapper</span><span class="p">,</span> <span class="n">spaces</span>
 
 
-<div class="viewcode-block" id="MultiDiscreteActionWrapper"><a class="viewcode-back" href="../../../source/wrappers.html#dacbench.wrappers.MultiDiscreteActionWrapper">[docs]</a><span class="k">class</span> <span class="nc">MultiDiscreteActionWrapper</span><span class="p">(</span><span class="n">Wrapper</span><span class="p">):</span>
-<span class="w">    </span><span class="sd">&quot;&quot;&quot;Wrapper to cast MultiDiscrete action spaces to Discrete. This should improve usability with standard RL libraries.&quot;&quot;&quot;</span>
+<div class="viewcode-block" id="MultiDiscreteActionWrapper">
+<a class="viewcode-back" href="../../../source/wrappers.html#dacbench.wrappers.MultiDiscreteActionWrapper">[docs]</a>
+<span class="k">class</span> <span class="nc">MultiDiscreteActionWrapper</span><span class="p">(</span><span class="n">Wrapper</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Wrapper to cast MultiDiscrete action spaces to Discrete.</span>
+<span class="sd">    This should improve usability with standard RL libraries.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
 
     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">env</span><span class="p">):</span>
-<span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">        Initialize wrapper.</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Initialize wrapper.</span>
 
 <span class="sd">        Parameters</span>
 <span class="sd">        ----------</span>
@@ -295,19 +286,24 @@ <h1>Source code for dacbench.wrappers.multidiscrete_action_wrapper</h1><div clas
 
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">env</span><span class="p">)</span>
-        <span class="bp">self</span><span class="o">.</span><span class="n">n_actions</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">action_space</span><span class="o">.</span><span class="n">nvec</span><span class="p">)</span>
-        <span class="bp">self</span><span class="o">.</span><span class="n">action_space</span> <span class="o">=</span> <span class="n">spaces</span><span class="o">.</span><span class="n">Discrete</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">prod</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">action_space</span><span class="o">.</span><span class="n">nvec</span><span class="p">))</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">n_actions</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">action_space</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">action_space</span> <span class="o">=</span> <span class="n">spaces</span><span class="o">.</span><span class="n">Discrete</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">prod</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">action_space</span><span class="p">))</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">action_mapper</span> <span class="o">=</span> <span class="p">{}</span>
         <span class="k">for</span> <span class="n">idx</span><span class="p">,</span> <span class="n">prod_idx</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span>
             <span class="nb">range</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">prod</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">action_space</span><span class="o">.</span><span class="n">nvec</span><span class="p">)),</span>
-            <span class="n">itertools</span><span class="o">.</span><span class="n">product</span><span class="p">(</span><span class="o">*</span><span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="n">val</span><span class="p">)</span> <span class="k">for</span> <span class="n">val</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">action_space</span><span class="o">.</span><span class="n">nvec</span><span class="p">]),</span>
+            <span class="n">itertools</span><span class="o">.</span><span class="n">product</span><span class="p">(</span><span class="o">*</span><span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="n">val</span><span class="p">)</span> <span class="k">for</span> <span class="n">val</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">action_space</span><span class="p">]),</span>
+            <span class="n">strict</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
         <span class="p">):</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">action_mapper</span><span class="p">[</span><span class="n">idx</span><span class="p">]</span> <span class="o">=</span> <span class="n">prod_idx</span>
 
-<div class="viewcode-block" id="MultiDiscreteActionWrapper.step"><a class="viewcode-back" href="../../../source/wrappers.html#dacbench.wrappers.MultiDiscreteActionWrapper.step">[docs]</a>    <span class="k">def</span> <span class="nf">step</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">action</span><span class="p">):</span>
+<div class="viewcode-block" id="MultiDiscreteActionWrapper.step">
+<a class="viewcode-back" href="../../../source/wrappers.html#dacbench.wrappers.MultiDiscreteActionWrapper.step">[docs]</a>
+    <span class="k">def</span> <span class="nf">step</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">action</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Maps discrete action value to array.&quot;&quot;&quot;</span>
         <span class="n">action</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">action_mapper</span><span class="p">[</span><span class="n">action</span><span class="p">]</span>
-        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">step</span><span class="p">(</span><span class="n">action</span><span class="p">)</span></div></div>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">step</span><span class="p">(</span><span class="n">action</span><span class="p">)</span></div>
+</div>
+
 </pre></div>
 
               </div>
@@ -336,7 +332,7 @@ <h1>Source code for dacbench.wrappers.multidiscrete_action_wrapper</h1><div clas
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