Monte Carlo Tree Search Overview

Monte Carlo Tree Search (MCTS) has been successfully applied in complex games such as Go [1]. In this post, I am going to introduce some basic concepts of MCTS and its application. MCTS is a method for finding optimal decisions in a given domain by taking random samples in the decision space and building a …