PyTorch implementation of Rainbow DQN

Implemented

• Standard DQN
  
• DDQN

TO-DO-LIST

• Separate plotting function into another file
  

• Save weight parameters into text file
  

• Prioritized Replay
  

• Dueling networks
  

• Multi-step Learning
  

• Distributional RL
  

• Noisy Nets

Resources

RainbowDQN Paper
DQN Paper
DQN Pytorch Resource