Accel

Accel is an open source library for reinforcement learning.

Install

Accel is based on PyTorch. You must install PyTorch by yourself in advance.
Then, you can install Accel via pip (>=19.0) by

$ pip install git+https://github.com/waffoo/accel

You can also install it from the source code:

$ pip install .

Some examples are constructed on top of D4RL. Please install it if necessary.

Following algorithms have been implemented:

DQN (including Double DQN, Dueling DQN, Prioritized Experience Replay, and Multi-step DQN)
Soft Actor-Critic (SAC)
PPO
Behavioral Chroning (BC)
- Only examples are provided
Conservative Q-Learning (CQL) (+ Double DQN, SAC)