rockrl 0.0.3

Reinformcement Learning library

RockRL

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

Installation

pip install RockRL

Supported Algorithms

• PPO (Discrete and Continuous)

Examples

Proximal Policy Optimization (PPO):

• RockRL/tensorflow/examples/ppo/LunarLander-v2/LunarLander-v2.py is an example of using PPO to solve LunarLander-v2 (Discrete) environment.
• RockRL/tensorflow/examples/ppo/BipedalWalker-v3/BipedalWalker-v3.py is an example of using PPO to solve BipedalWalker-v2 (Continuous) environment.
• RockRL/tensorflow/examples/ppo/BipedalWalkerHardcore-v3/BipedalWalkerHardcore-v3.py is an example of using PPO to solve BipedalWalker-v3 Hardcore (Continuous) environment.