Found this great article on AI: https://www.gamedev.net/articles/programming/artificial-intelligence/the-total-beginners-guide-to-game-ai-r4942/
Covers things such as pathfinding, finite state machines, and behavior trees. All algorithms, not machine learning or anything like that.