Documentation source update detected and pushed compilation build dir…

…ectory for Github Pages

docs/compilation/main/.buildinfo

@@ -1,4 +1,4 @@
 # 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: 5cbcbe789e8044137d444490d45a4f46
+config: 614fc7198e75401517ad9b93dbea7b10
 tags: 645f666f9bcd5a90fca523b33c5a78b7

docs/compilation/main/_sources/pages/rewards.rst.txt

@@ -3,13 +3,36 @@ Rewards
 #######
 
 Defining a reward function is one of the most important things in reinforcement learning. 
-Consequently, *Sinergym* allows you to define your own reward functions or use 
-the ones we have already implemented (see section bellow).
+Consequently, *Sinergym* allows you to use pre-implemented reward functions or to define your 
+own reward functions(see section bellow).
 
--  ``LinearReward`` implements a **linear reward** function, where both energy consumption and 
-   thermal discomfort are normalized and add together with different weights. 
-   The discomfort is calculated as the absolute difference between current temperature and 
-   comfort range (so if the temperature is inside that range, the discomfort would be 0).
+Sinergym's predefined reward functions are developed as multi-objective, where both energy 
+consumption and thermal discomfort are normalized and add together with different weights.
+These rewards are **always negative**, meaning that perfect behavior has a cumulative 
+reward of 0. Notice also that there are two temperature comfort ranges defined, 
+one for the summer period and other for the winter period. The weights of each 
+term in the reward allow to adjust the importance of each aspect when evaluating 
+the environments.
+
+.. math:: r_t = - \omega \ \lambda_P \ P_t - (1 - \omega) \ \lambda_T \ (|T_t - T_{up}| + |T_t - T_{low}|)
+
+Where :math:`P_t` represents power consumption; :math:`T_t` is the current indoor temperature; 
+:math:`T_{up}` and :math:`T_{low}` are the imposed comfort range limits 
+(penalty is :math:`0` if :math:`T_t` is within this range); :math:`\omega` is the weight 
+assigned to power consumption (and consequently, :math:`1 - \omega`, the comfort weight), 
+and :math:`\lambda_P` and :math:`\lambda_T` are scaling constants for consumption and comfort, 
+respectively.
+
+.. warning:: :math:`\lambda_P` and :math:`\lambda_T` are constants established in order to set up a 
+             proportional concordance between energy and comfort penalties. If you are
+             using other buildings, be careful with these constants or update them.
+
+This is the main idea of reward system in Sinergym. However, depending some details,
+different kinds of reward function is developed:
+
+-  ``LinearReward`` implements a **linear reward** function where the discomfort is calculated 
+   as the absolute difference between current temperature and comfort range (so if the 
+   temperature is inside that range, the discomfort would be 0).
    This is a typically used function where thermal satisfaction of people inside the 
    controlled building has been taken into account.
 
@@ -24,13 +47,6 @@ the ones we have already implemented (see section bellow).
    comfort and energy consumption weights equally, but outside those hours only energy 
    is considered.
 
-
-These rewards are **always negative**, meaning that perfect behavior has a cumulative 
-reward of 0. Notice also that there are two temperature comfort ranges defined, 
-one for the summer period and other for the winter period. The weights of each 
-term in the reward allow to adjust the importance of each aspect when evaluating 
-the environments.
-
 The reward functions have a series of **parameters** in their constructor whose values 
 may depend on the building we are using or other characteristics. For example, the 
 internal temperature or energy variables used to calculate penalties may have a 
@@ -87,6 +103,7 @@ But you can change this configuration using ``gym.make()`` as follows:
              **range_comfort_winter**, **range_comfort_summer**. 
              The rest of them have default values and it is not necessary to specify.
 
+
 ***************
 Custom Rewards
 ***************

docs/compilation/main/genindex.html

@@ -786,6 +786,7 @@ <h2 id="W">W</h2>
             <dd><a href="../v2.3.0/index.html">v2.3.0</a></dd>
             <dd><a href="../v2.3.1/index.html">v2.3.1</a></dd>
             <dd><a href="../v2.3.2/index.html">v2.3.2</a></dd>
+            <dd><a href="../v2.3.3/index.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/index.html

@@ -335,6 +335,7 @@ <h2>Citing Sinergym<a class="headerlink" href="#citing-sinergym" title="Permalin
             <dd><a href="../v2.3.0/index.html">v2.3.0</a></dd>
             <dd><a href="../v2.3.1/index.html">v2.3.1</a></dd>
             <dd><a href="../v2.3.2/index.html">v2.3.2</a></dd>
+            <dd><a href="../v2.3.3/index.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/API-reference.html

@@ -184,6 +184,7 @@ <h1>API reference<a class="headerlink" href="#api-reference" title="Permalink to
             <dd><a href="../../v2.3.0/pages/API-reference.html">v2.3.0</a></dd>
             <dd><a href="../../v2.3.1/pages/API-reference.html">v2.3.1</a></dd>
             <dd><a href="../../v2.3.2/pages/API-reference.html">v2.3.2</a></dd>
+            <dd><a href="../../v2.3.3/pages/API-reference.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/buildings.html

@@ -238,6 +238,7 @@ <h2><span class="section-number">3.6. </span>OfficeGridStorageSmoothing<a class=
             <dd><a href="../../v2.3.0/pages/buildings.html">v2.3.0</a></dd>
             <dd><a href="../../v2.3.1/pages/buildings.html">v2.3.1</a></dd>
             <dd><a href="../../v2.3.2/pages/buildings.html">v2.3.2</a></dd>
+            <dd><a href="../../v2.3.3/pages/buildings.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/controllers.html

@@ -175,6 +175,7 @@ <h1><span class="section-number">7. </span>Controllers<a class="headerlink" href
             <dd><a href="../../v2.3.0/pages/controllers.html">v2.3.0</a></dd>
             <dd><a href="../../v2.3.1/pages/controllers.html">v2.3.1</a></dd>
             <dd><a href="../../v2.3.2/pages/controllers.html">v2.3.2</a></dd>
+            <dd><a href="../../v2.3.3/pages/controllers.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/deep-reinforcement-learning.html

@@ -429,6 +429,7 @@ <h3><span class="section-number">11.4.2. </span>Load a trained model<a class="he
             <dd><a href="../../v2.3.0/pages/deep-reinforcement-learning.html">v2.3.0</a></dd>
             <dd><a href="../../v2.3.1/pages/deep-reinforcement-learning.html">v2.3.1</a></dd>
             <dd><a href="../../v2.3.2/pages/deep-reinforcement-learning.html">v2.3.2</a></dd>
+            <dd><a href="../../v2.3.3/pages/deep-reinforcement-learning.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/environments.html

@@ -1105,6 +1105,7 @@ <h2><span class="section-number">5.5. </span>Adding new buildings for environmen
             <dd><a href="../../v2.3.0/pages/environments.html">v2.3.0</a></dd>
             <dd><a href="../../v2.3.1/pages/environments.html">v2.3.1</a></dd>
             <dd><a href="../../v2.3.2/pages/environments.html">v2.3.2</a></dd>
+            <dd><a href="../../v2.3.3/pages/environments.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/extra-configuration.html

@@ -220,6 +220,7 @@ <h2><span class="section-number">9.2. </span>runperiod<a class="headerlink" href
             <dd><a href="../../v2.3.0/pages/extra-configuration.html">v2.3.0</a></dd>
             <dd><a href="../../v2.3.1/pages/extra-configuration.html">v2.3.1</a></dd>
             <dd><a href="../../v2.3.2/pages/extra-configuration.html">v2.3.2</a></dd>
+            <dd><a href="../../v2.3.3/pages/extra-configuration.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/gcloudAPI.html

@@ -537,6 +537,7 @@ <h2><span class="section-number">12.3. </span>Google Cloud Alerts<a class="heade
             <dd><a href="../../v2.3.0/pages/gcloudAPI.html">v2.3.0</a></dd>
             <dd><a href="../../v2.3.1/pages/gcloudAPI.html">v2.3.1</a></dd>
             <dd><a href="../../v2.3.2/pages/gcloudAPI.html">v2.3.2</a></dd>
+            <dd><a href="../../v2.3.3/pages/gcloudAPI.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/github-actions.html

@@ -270,6 +270,7 @@ <h2><span class="section-number">13.3. </span>New release created or modified<a
             <dd><a href="../../v2.3.0/pages/github-actions.html">v2.3.0</a></dd>
             <dd><a href="../../v2.3.1/pages/github-actions.html">v2.3.1</a></dd>
             <dd><a href="../../v2.3.2/pages/github-actions.html">v2.3.2</a></dd>
+            <dd><a href="../../v2.3.3/pages/github-actions.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/installation.html

@@ -354,6 +354,7 @@ <h2><span class="section-number">1.5. </span>Cloud Computing<a class="headerlink
             <dd><a href="../../v2.3.0/pages/installation.html">v2.3.0</a></dd>
             <dd><a href="../../v2.3.1/pages/installation.html">v2.3.1</a></dd>
             <dd><a href="../../v2.3.2/pages/installation.html">v2.3.2</a></dd>
+            <dd><a href="../../v2.3.3/pages/installation.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/introduction.html

@@ -277,6 +277,7 @@
             <dd><a href="../../v2.3.0/pages/introduction.html">v2.3.0</a></dd>
             <dd><a href="../../v2.3.1/pages/introduction.html">v2.3.1</a></dd>
             <dd><a href="../../v2.3.2/pages/introduction.html">v2.3.2</a></dd>
+            <dd><a href="../../v2.3.3/pages/introduction.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/modules/sinergym.envs.eplus_env.EplusEnv.html

@@ -367,6 +367,7 @@ <h1>sinergym.envs.eplus_env.EplusEnv<a class="headerlink" href="#sinergym-envs-e
             <dd><a href="../../../v2.3.0/pages/modules/sinergym.envs.eplus_env.EplusEnv.html">v2.3.0</a></dd>
             <dd><a href="../../../v2.3.1/pages/modules/sinergym.envs.eplus_env.EplusEnv.html">v2.3.1</a></dd>
             <dd><a href="../../../v2.3.2/pages/modules/sinergym.envs.eplus_env.EplusEnv.html">v2.3.2</a></dd>
+            <dd><a href="../../../v2.3.3/pages/modules/sinergym.envs.eplus_env.EplusEnv.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/modules/sinergym.envs.eplus_env.html

@@ -188,6 +188,7 @@
             <dd><a href="../../../v2.3.0/pages/modules/sinergym.envs.eplus_env.html">v2.3.0</a></dd>
             <dd><a href="../../../v2.3.1/pages/modules/sinergym.envs.eplus_env.html">v2.3.1</a></dd>
             <dd><a href="../../../v2.3.2/pages/modules/sinergym.envs.eplus_env.html">v2.3.2</a></dd>
+            <dd><a href="../../../v2.3.3/pages/modules/sinergym.envs.eplus_env.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/modules/sinergym.envs.html

@@ -184,6 +184,7 @@
             <dd><a href="../../../v2.3.0/pages/modules/sinergym.envs.html">v2.3.0</a></dd>
             <dd><a href="../../../v2.3.1/pages/modules/sinergym.envs.html">v2.3.1</a></dd>
             <dd><a href="../../../v2.3.2/pages/modules/sinergym.envs.html">v2.3.2</a></dd>
+            <dd><a href="../../../v2.3.3/pages/modules/sinergym.envs.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/modules/sinergym.simulators.base.BaseSimulator.html

@@ -238,6 +238,7 @@ <h1>sinergym.simulators.base.BaseSimulator<a class="headerlink" href="#sinergym-
             <dd><a href="../../../v2.3.0/pages/modules/sinergym.simulators.base.BaseSimulator.html">v2.3.0</a></dd>
             <dd><a href="../../../v2.3.1/pages/modules/sinergym.simulators.base.BaseSimulator.html">v2.3.1</a></dd>
             <dd><a href="../../../v2.3.2/pages/modules/sinergym.simulators.base.BaseSimulator.html">v2.3.2</a></dd>
+            <dd><a href="../../../v2.3.3/pages/modules/sinergym.simulators.base.BaseSimulator.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/modules/sinergym.simulators.base.html

@@ -190,6 +190,7 @@
             <dd><a href="../../../v2.3.0/pages/modules/sinergym.simulators.base.html">v2.3.0</a></dd>
             <dd><a href="../../../v2.3.1/pages/modules/sinergym.simulators.base.html">v2.3.1</a></dd>
             <dd><a href="../../../v2.3.2/pages/modules/sinergym.simulators.base.html">v2.3.2</a></dd>
+            <dd><a href="../../../v2.3.3/pages/modules/sinergym.simulators.base.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/modules/sinergym.simulators.eplus.EnergyPlus.html

@@ -398,6 +398,7 @@ <h1>sinergym.simulators.eplus.EnergyPlus<a class="headerlink" href="#sinergym-si
             <dd><a href="../../../v2.3.0/pages/modules/sinergym.simulators.eplus.EnergyPlus.html">v2.3.0</a></dd>
             <dd><a href="../../../v2.3.1/pages/modules/sinergym.simulators.eplus.EnergyPlus.html">v2.3.1</a></dd>
             <dd><a href="../../../v2.3.2/pages/modules/sinergym.simulators.eplus.EnergyPlus.html">v2.3.2</a></dd>
+            <dd><a href="../../../v2.3.3/pages/modules/sinergym.simulators.eplus.EnergyPlus.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/modules/sinergym.simulators.eplus.html

@@ -194,6 +194,7 @@
             <dd><a href="../../../v2.3.0/pages/modules/sinergym.simulators.eplus.html">v2.3.0</a></dd>
             <dd><a href="../../../v2.3.1/pages/modules/sinergym.simulators.eplus.html">v2.3.1</a></dd>
             <dd><a href="../../../v2.3.2/pages/modules/sinergym.simulators.eplus.html">v2.3.2</a></dd>
+            <dd><a href="../../../v2.3.3/pages/modules/sinergym.simulators.eplus.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/modules/sinergym.simulators.eplus_alpha.EnergyPlus.html

@@ -254,6 +254,7 @@ <h1>sinergym.simulators.eplus_alpha.EnergyPlus<a class="headerlink" href="#siner
             <dd><a href="../../../v2.3.0/pages/modules/sinergym.simulators.eplus_alpha.EnergyPlus.html">v2.3.0</a></dd>
             <dd><a href="../../../v2.3.1/pages/modules/sinergym.simulators.eplus_alpha.EnergyPlus.html">v2.3.1</a></dd>
             <dd><a href="../../../v2.3.2/pages/modules/sinergym.simulators.eplus_alpha.EnergyPlus.html">v2.3.2</a></dd>
+            <dd><a href="../../../v2.3.3/pages/modules/sinergym.simulators.eplus_alpha.EnergyPlus.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/modules/sinergym.simulators.eplus_alpha.html

@@ -190,6 +190,7 @@
             <dd><a href="../../../v2.3.0/pages/modules/sinergym.simulators.eplus_alpha.html">v2.3.0</a></dd>
             <dd><a href="../../../v2.3.1/pages/modules/sinergym.simulators.eplus_alpha.html">v2.3.1</a></dd>
             <dd><a href="../../../v2.3.2/pages/modules/sinergym.simulators.eplus_alpha.html">v2.3.2</a></dd>
+            <dd><a href="../../../v2.3.3/pages/modules/sinergym.simulators.eplus_alpha.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/modules/sinergym.simulators.html

@@ -192,6 +192,7 @@
             <dd><a href="../../../v2.3.0/pages/modules/sinergym.simulators.html">v2.3.0</a></dd>
             <dd><a href="../../../v2.3.1/pages/modules/sinergym.simulators.html">v2.3.1</a></dd>
             <dd><a href="../../../v2.3.2/pages/modules/sinergym.simulators.html">v2.3.2</a></dd>
+            <dd><a href="../../../v2.3.3/pages/modules/sinergym.simulators.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/modules/sinergym.utils.callbacks.LoggerCallback.html

@@ -227,6 +227,7 @@ <h1>sinergym.utils.callbacks.LoggerCallback<a class="headerlink" href="#sinergym
             <dd><a href="../../../v2.3.0/pages/modules/sinergym.utils.callbacks.LoggerCallback.html">v2.3.0</a></dd>
             <dd><a href="../../../v2.3.1/pages/modules/sinergym.utils.callbacks.LoggerCallback.html">v2.3.1</a></dd>
             <dd><a href="../../../v2.3.2/pages/modules/sinergym.utils.callbacks.LoggerCallback.html">v2.3.2</a></dd>
+            <dd><a href="../../../v2.3.3/pages/modules/sinergym.utils.callbacks.LoggerCallback.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/modules/sinergym.utils.callbacks.LoggerEvalCallback.html

@@ -220,6 +220,7 @@ <h1>sinergym.utils.callbacks.LoggerEvalCallback<a class="headerlink" href="#sine
             <dd><a href="../../../v2.3.0/pages/modules/sinergym.utils.callbacks.LoggerEvalCallback.html">v2.3.0</a></dd>
             <dd><a href="../../../v2.3.1/pages/modules/sinergym.utils.callbacks.LoggerEvalCallback.html">v2.3.1</a></dd>
             <dd><a href="../../../v2.3.2/pages/modules/sinergym.utils.callbacks.LoggerEvalCallback.html">v2.3.2</a></dd>
+            <dd><a href="../../../v2.3.3/pages/modules/sinergym.utils.callbacks.LoggerEvalCallback.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/modules/sinergym.utils.callbacks.html

@@ -202,6 +202,7 @@
             <dd><a href="../../../v2.3.0/pages/modules/sinergym.utils.callbacks.html">v2.3.0</a></dd>
             <dd><a href="../../../v2.3.1/pages/modules/sinergym.utils.callbacks.html">v2.3.1</a></dd>
             <dd><a href="../../../v2.3.2/pages/modules/sinergym.utils.callbacks.html">v2.3.2</a></dd>
+            <dd><a href="../../../v2.3.3/pages/modules/sinergym.utils.callbacks.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/modules/sinergym.utils.common.create_variable_weather.html

@@ -222,6 +222,7 @@ <h1>sinergym.utils.common.create_variable_weather<a class="headerlink" href="#si
             <dd><a href="../../../v2.3.0/pages/modules/sinergym.utils.common.create_variable_weather.html">v2.3.0</a></dd>
             <dd><a href="../../../v2.3.1/pages/modules/sinergym.utils.common.create_variable_weather.html">v2.3.1</a></dd>
             <dd><a href="../../../v2.3.2/pages/modules/sinergym.utils.common.create_variable_weather.html">v2.3.2</a></dd>
+            <dd><a href="../../../v2.3.3/pages/modules/sinergym.utils.common.create_variable_weather.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/modules/sinergym.utils.common.export_actuators_to_excel.html

@@ -214,6 +214,7 @@ <h1>sinergym.utils.common.export_actuators_to_excel<a class="headerlink" href="#
             <dd><a href="../../../v2.3.0/pages/modules/sinergym.utils.common.export_actuators_to_excel.html">v2.3.0</a></dd>
             <dd><a href="../../../v2.3.1/pages/modules/sinergym.utils.common.export_actuators_to_excel.html">v2.3.1</a></dd>
             <dd><a href="../../../v2.3.2/pages/modules/sinergym.utils.common.export_actuators_to_excel.html">v2.3.2</a></dd>
+            <dd><a href="../../../v2.3.3/pages/modules/sinergym.utils.common.export_actuators_to_excel.html">v2.3.3</a></dd>
         </dl>
         <dl>
             <dt>Branches</dt>

docs/compilation/main/pages/modules/sinergym.utils.common.get_current_time_info.html

@@ -220,6 +220,7 @@ <h1>sinergym.utils.common.get_current_time_info<a class="headerlink" href="#sine
             <dd><a href="../../../v2.3.0/pages/modules/sinergym.utils.common.get_current_time_info.html">v2.3.0</a></dd>
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             <dd><a href="../../../v2.3.2/pages/modules/sinergym.utils.common.get_current_time_info.html">v2.3.2</a></dd>
+            <dd><a href="../../../v2.3.3/pages/modules/sinergym.utils.common.get_current_time_info.html">v2.3.3</a></dd>
         </dl>
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             <dt>Branches</dt>

docs/compilation/main/pages/modules/sinergym.utils.common.get_delta_seconds.html

@@ -225,6 +225,7 @@ <h1>sinergym.utils.common.get_delta_seconds<a class="headerlink" href="#sinergym
             <dd><a href="../../../v2.3.0/pages/modules/sinergym.utils.common.get_delta_seconds.html">v2.3.0</a></dd>
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             <dd><a href="../../../v2.3.2/pages/modules/sinergym.utils.common.get_delta_seconds.html">v2.3.2</a></dd>
+            <dd><a href="../../../v2.3.3/pages/modules/sinergym.utils.common.get_delta_seconds.html">v2.3.3</a></dd>
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docs/compilation/main/pages/modules/sinergym.utils.common.get_record_keys.html

@@ -217,6 +217,7 @@ <h1>sinergym.utils.common.get_record_keys<a class="headerlink" href="#sinergym-u
             <dd><a href="../../../v2.3.0/pages/modules/sinergym.utils.common.get_record_keys.html">v2.3.0</a></dd>
             <dd><a href="../../../v2.3.1/pages/modules/sinergym.utils.common.get_record_keys.html">v2.3.1</a></dd>
             <dd><a href="../../../v2.3.2/pages/modules/sinergym.utils.common.get_record_keys.html">v2.3.2</a></dd>
+            <dd><a href="../../../v2.3.3/pages/modules/sinergym.utils.common.get_record_keys.html">v2.3.3</a></dd>
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