Demystifying Reinforcement Learning: A Beginner's Guide to the Math

Introduction Imagine teaching a computer to play chess from scratch. How would it learn which moves lead to checkmate and which lead to defeat? How would it understand the long-term consequences of capturing a pawn versus protecting its queen? This i...