https://github.com/ansys/ml-rl-cartpole

Reinforced Machine Learning Example: Cartpole
https://github.com/ansys/ml-rl-cartpole

Last synced: about 1 month ago
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Reinforced Machine Learning Example: Cartpole

• Host: GitHub
• URL: https://github.com/ansys/ml-rl-cartpole
• Owner: ansys
• License: mit
• Created: 2021-12-21T16:09:45.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2023-05-31T09:01:14.000Z (almost 2 years ago)
• Last Synced: 2024-04-24T11:06:42.837Z (about 1 year ago)
• Language: Jupyter Notebook
• Homepage: https://cartpole.mapdl.docs.pyansys.com/
• Size: 7.08 MB
• Stars: 5
• Watchers: 3
• Forks: 1
• Open Issues: 4
• Metadata Files:
  • Readme: README.rst
  • License: LICENSE

Awesome Lists containing this project

README

        
Reinforcement ML using PyMAPDL: Cart-Pole Simulation

====================================================

This notebook demonstrates a reinforcement machine learning example using MAPDL

through PyMAPDL.  See the example notebook at `PyMAPDL Cart-Pole Notebook

`_.

.. image:: https://github.com/pyansys/ml-rl-cartpole/raw/main/doc/source/images/openai.gif

   :target: https://github.com/pyansys/ml-rl-cartpole/blob/main/notebook.ipynb

   :alt: CartPole ML

Installation

~~~~~~~~~~~~

First, make sure you have PyMAPDL and MAPDL installed. Visit `PyMAPDL - Getting

Started `_

Next, clone the `ml-rl-cartpole `_

repository and make sure you are in the correct directory with:

.. code::

   git clone https://github.com/pyansys/ml-rl-cartpole

   cd ml-rl-cartpole

Usage

-----

Start `JupyterLab `_ and open `cartpole.ipynb

`_. Follow

the directions in the example.

Contributions

-------------

Feel free to contribute to `ml-rl-cartpole repository `_.

License

-------

This example is licened under the `MIT License `_.