Some Important Topics Agent Architecture and the PEAS Uninformed Search Algorithms $($BFS$,$ DFS$,$ UCS$)$ Informed Search Algorithms $($A$*$ and Greedy$)$ Local Search e$.$g$.$ hill climbing and simulated annealing Constraint Satisfaction Problem $($Arc Consistency$)$ Logical Agents $-$ truth tables, logic statements e$.$g$.$ Wumpus Probability and Bayes rule Machine Learning $($ Supervised vs Unsupervised vs Reinforcement$)$