Richard S. Sutton's "Reinforcement learning: An Introduction, 2nd edition" is a very good textbook for RL but it is too long. This article acts as a highly condensed note for that book.
Reinforcement Learning (RL) is a kind of machine learning method which trains an agent to make decisions at …