coax
coax copied to clipboard
Modular framework for Reinforcement Learning in python
|tests| |pypi| |docs| |License|
coax
Plug-n-Play Reinforcement Learning in Python with OpenAI Gym <https://gym.openai.com>
_ and
JAX <https://jax.readthedocs.io>
_
|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 <https://coax.readthedocs.io/examples/getting_started/install.html>
_.
Getting Started
Have a look at the
Getting Started <https://coax.readthedocs.io/examples/getting_started/prereq_jax.html>
_ 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