Yet Another Deep Reinforcement Learning (YADRL)

YADRL is set of implementations of reinforcement learning algorithms. It is written fully in PyTorch.

Implemented algorithms

Installation

Install YADRL package:

pip install .

Execution example

To execute experiments just type run following command:

yadrl_runner --config_path link/to/config/file

TODO

Algorithm implementation:

• PPO
• TRPO
• VPG
• PER
• APE-X
• MPO
• HER
• IQN and M-IQN
• FQF

Software improvements:

• Documentation
• Distributed training
• On-policy base agent