Reinforcement Learning with TensorFlow

Jupyter Notebook implementations for all the reinforcement learning algorithms using TensorFlow, as described in this series of medium articles.

Notebooks

• Deep Q-Learning with Doom: Article / Notebook
• Improvements to DQN with Doom: Article / Notebook
• Policy Gradients with Cartpole and Doom: Article / Notebook
• Intro to Actor Critic methods with Sonic the Hedgehog: Article / [Notebook]