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Chapter 8: Reinforcement learning.
==================================

This gallery contains examples and tutorials for Chapter 8. The examples demonstrate how to use
the CodPy library to implement different Reinforcement Learning algorithms for two environments: Cartpole and LunarLander.

Each example includes code and outputs, such as plots or results, to help you understand
how the library works.

Below are the examples for this chapter:


.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

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    <div class="sphx-glr-thumbcontainer" tooltip="8.1 Using KAgents">

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  .. image:: /auto_ch8/images/thumb/sphx_glr_ch8_example_thumb.png
    :alt:

  :ref:`sphx_glr_auto_ch8_ch8_example.py`

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      <div class="sphx-glr-thumbnail-title">8.1 Using KAgents</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="We train the following agents: ">

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  .. image:: /auto_ch8/images/thumb/sphx_glr_ch8_cartpole_thumb.png
    :alt:

  :ref:`sphx_glr_auto_ch8_ch8_cartpole.py`

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      <div class="sphx-glr-thumbnail-title">8.2 Experiments - Cartpole</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="We train the following agents:">

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  .. image:: /auto_ch8/images/thumb/sphx_glr_ch8_lunarlander_thumb.png
    :alt:

  :ref:`sphx_glr_auto_ch8_ch8_lunarlander.py`

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      <div class="sphx-glr-thumbnail-title">8.3 Experiments - LunarLander</div>
    </div>


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    </div>


.. toctree::
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   /auto_ch8/ch8_example
   /auto_ch8/ch8_cartpole
   /auto_ch8/ch8_lunarlander



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 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_