Reinforcement Learning Utility and Algorithms

This package includes common utilities to build novel reinforcement learning algorithms. Users can use either Tensorflow or Pytorch. It also contains existing algorithms serving as baselines.

Install

Note that the dependencies will not be installed automatically. Please check dependencies by running

python -m rlutils.check_dependencies

Documentation

TODO

Implemented Algorithms

Model-free

• Soft actor-critic
• TD3
• PPO
• TRPO

LICENSE

Apache License 2.0