Paper ID: 2201.09746

Reinforcement Learning Textbook

Sergey Ivanov

This textbook covers principles behind main modern deep reinforcement learning algorithms that achieved breakthrough results in many domains from game AI to robotics. All required theory is explained with proofs using unified notation and emphasize on the differences between different types of algorithms and the reasons why they are constructed the way they are.

Submitted: Jan 19, 2022