PyDRL

A Python Deep Reinforcement Learning library. We make the whl so that you don't have to reinvent it

To Do

1. Agents -

• Random Agent
• CEM Agent
• DQN
• DQN with Target Value Network
• Double DQN
• Dueling DQN
• Policy Gradient
• Actor Critic
• Advantage Actor Critic - A2C
• Asynchronous Advantage Actor Critic - A3C

2. Utilities -

• Experience Replay
• Prioritised Experience Replay
• Ring Buffer