Lecture Notes
SYLLABUS
- Week 1: Introduction to AI
- Week 2: Solving problems by searching
- Week 3: Uninformed (blind) search
- Week 4: A* Search and Heuristics
- Week 5: Local search algorithms
- Week 6: Bounded Memory Search
- Week 7: Midterm
- Week 8: Game Trees: Minimax
- Week 9: Constraint Satisfaction Problems
- Week 10: Game Trees: Expectimax; Utilities
- Week 11: Markov Decision Processes
- Week 12: Reinforcement Learning
- Week 13: Probability
- Week 14: Neural Networks and Decision Trees