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https://github.com/coax-dev/coax
Modular framework for Reinforcement Learning in python
https://github.com/coax-dev/coax
reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms
Last synced: 3 months ago
JSON representation
Modular framework for Reinforcement Learning in python
- Host: GitHub
- URL: https://github.com/coax-dev/coax
- Owner: coax-dev
- License: mit
- Created: 2021-03-11T00:56:08.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2023-02-01T18:54:38.000Z (almost 2 years ago)
- Last Synced: 2024-07-12T02:38:52.701Z (4 months ago)
- Topics: reinforcement-learning, reinforcement-learning-agent, reinforcement-learning-algorithms
- Language: Python
- Homepage: https://coax.readthedocs.io
- Size: 17.6 MB
- Stars: 164
- Watchers: 8
- Forks: 18
- Open Issues: 7
-
Metadata Files:
- Readme: README.rst
- License: LICENSE
- Codeowners: .github/CODEOWNERS
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README
|tests| |pypi| |docs| |License|
coax
====Plug-n-Play Reinforcement Learning in Python with `Gymnasium `_
(formerly OpenAI Gym) and `JAX `_|readthedocs|
For the full documentation, including many examples, go to https://coax.readthedocs.io/
Install
-------**coax** is built on top of JAX, but it doesn't have an explicit dependence on the ``jax`` python
package. The reason is that your version of ``jaxlib`` will depend on your CUDA version. To install
without CUDA, simply run:.. code-block::
$ pip install jaxlib jax coax --upgrade
If you do require CUDA support, please check out the
`Installation Guide `_.Getting Started
---------------Have a look at the
`Getting Started `_ page to
train your first RL agent.....................................................................................................
.. |readthedocs| image:: https://raw.githubusercontent.com/coax-dev/coax/main/doc/_static/img/readthedocs.gif
:target: https://coax.readthedocs.io/
:width: 400
:alt: readthedocs.. |tests| image:: https://github.com/coax-dev/coax/workflows/tests/badge.svg
:target: https://github.com/coax-dev/coax/actions?query=workflow%3Atests
:alt: tests badge.. |pypi| image:: https://img.shields.io/pypi/v/coax
:target: https://pypi.org/project/coax
:alt: pypi badge.. |docs| image:: https://readthedocs.org/projects/coax/badge/?version=latest
:target: https://coax.readthedocs.io
:alt: docs badge.. |license| image:: https://img.shields.io/github/license/coax-dev/coax
:target: https://github.com/coax-dev/coax/blob/main/LICENSE
:alt: license badge