Status: Under development...
A Deep Reinforcement Learning library based on PyTorch.
- Python 3.10
- PyTorch 1.12.1
- Gymnasium 0.29.1
- CUDA 11.3
- ...
pip install -r requirements.txt
- Q-Learning
- SARSA
- Monte Carlo
- DQN
- Double DQN
- Dueling DQN
- Prioritized Experience Replay DQN
- DQN with NoisyNet
- Distributional DQN(C51)
- Deep Deterministic Policy Gradient(DDPG)
- Twin Delayed Deep Deterministic Policy Gradient(TD3)
- Soft Actor-Critic(SAC, Discrete)
- Soft Actor-Critic(SAC, Continuous)
- Twin Delayed Soft Actor-Critic
- Proximal Policy Optimization(PPO, Discrete)
- Proximal Policy Optimization(PPO, Continuous)
- Trust Region Policy Optimization
- Asynchronous Advantage Actor-Critic
- ...