tutorials

Tutorials about reinforcement learning and deep learning.

DRL algorithm implementation using tf2.

BASE Implementation

• DQN
• Target DQN
• Double DQN
• Dueing DQN
• Dueing DQN with multi-step and prioritized experience replay
• REINFORCE with Baseline
• A2C
• PPO
• SAC

Advance Implementation

Using ZMQ to run multi workers.

• DQN
• A3C
• PPO
• SAC