ML

The page written by Sebastian Ruder gives An overview of gradient descent optimization algorithms

Dissecting Reinforcement (Part 1 starts here) gives a very good intro to the subject using materials from Artificial Intelligence: A Modern Approach by Stuart Russell and Peter Norvig, and Reinforcement Learning: An Introduction by Richard S.