dqgdqg / reinforce_py

Reinforcement Learning in Python

Reinforcement learning in Python

Implement popular Reinforcement Learning algorithms using Python and Tensorflow.

• Value-based Methods
  • Tabular TD-Learning
  • DQN&DDQN
• Policy-based Methods
  • REINFORCE
  • DDPG
• Combine Policy-based and Value-based
  • Actor-Critic
  • A3C
  • PPO
• Derivative-free Methods
  • CEM
  • Evolution Strategies (linked to a stand-alone repository)