Reinformcement Learning library


License
MIT
Install
pip install rockrl==0.4.2

Documentation

RockRL

Reinforcement Learning library for public, for now, it only supports TensorFlow.

Installation

pip install rockrl

Environment requirements

RL algorithms are implemented to support gymnasium==0.29.1 version. Main requirements are that:

  • env.reset() would return state and info states.
  • env.step(action) would return state, reward, terminated, truncated, info states.

Supported Algorithms

  • PPO (Discrete and Continuous)

Code Examples

Proximal Policy Optimization (PPO):