reinforcement-learning

This is a repository of my reinforcement learning material. I do this work for the following purposes:

• maintaining study resources of RL.
• writing notes and doing exercises of RL open courses.
• implementing algorithms about RL.

Resources

Books

• Sutton & Barto, Reinforcement Learning: An Introduction (2nd Edition)
• Szepesvari, Algorithms for Reinforcement Learning (Last update: May 18, 2013)
• Ian Goodfellow, Yoshua Bengio, Aaron Courville, Deep Learning

Courses

• David Silver's Introduction to Reinforcement Learning Course (UCL, 2015) videos
• CS294 - Deep Reinforcement Learning (Berkeley, Spring 2017)
• CS 8803 - Reinforcement Learning (Georgia Tech)

Projects

• carpedm20/deep-rl-tensorflow
• matthiasplappert/keras-rl
• dennybritz/reinforcement-learning

Reserachers

• David Silver's homepage
• Denny Britz's blog

packages

• Gym