Reinforcement Learning, Machine Learning, Monte Carlo, Data Science, Thoughts And Theory.
Fortunately, there exist techniques in reinforcement learning that can optimize strategies without using knowledge about the environment’s dynamics. Monte Carlo methods are examples of such algorithms. This article is based on Chapter 5 of the book “Reinforcement Learning” written by Richard S.