README.md

Reinforcement Methods and Tutorials

All methods mentioned below have their video and text tutorial in Chinese. Visit 莫烦 Python for more.

• Simple entry example
• Tabular Methods
  • Q-learning
  • Sarsa
  • Sarsa(lambda)
• Function Approximation (DQN)
  • Deep Q Network
• Using OpenAI Gym
• DQN-based methods
  • Double DQN
  • DQN with Prioitized Experience Replay
  • Dueling DQN
• Policy Gradients
• Actor-Critic
  • Actor Critic
  • Deep Deterministic Policy Gradient
  • A3C