To summarize in a photo, here’s minimax search with chess:
https://cdn--media--1-freecodecamp-org.cdn.ampproject.org/i/...
Imagine searching through the entire tree - billions of nodes due to the branching of chess. Now use RL to help decide where to search and branches to prune