Midterm Review
Logistics
- The exam is Monday.
- You may bring your Lisp sheet of notes to the exam.
- You may bring an additional 8.5 by 11 sheet of notes
to the exam.
Material
- Common Lisp/CLOS
- Chapter 1: Introduction to AI.
- Chapter 2: Introduction to Agents. (PEAS, environment
characteristics, types of agents)
- Chapter 3: Uninformed Search Techniques.
(problem formulation, BFS, Uniform Cost, DFS,
Depth-Limited, ID, Bidirectional).
- Chapter 4: Informed Search Techniques.
(Greedy Best First, A*, IDA*, Hill Climbing,
Simulated Annealing, Beam, GAs, Perceptrons).
- Chapter 5: Constraint Satisfaction.
(Backtracking, MRV, Forward Checking, Min-Conflicts).
- Chapter 6: Game Playing.
(Evaluation Functions, Minimax, Expectiminimax, Alpha-Beta).