Artificial Intelligence: A Modern Approach |
Chap | Topic | Demos |
---|---|---|
3-4 | Search | MIT / UBC |
3 | Search trees | RMIT |
3 | A* Search | 8/16-puzzle / 8-puzzle |
4 | Genetic Algorithms | TSP / Plant Eaters |
5 | CSPs (Map coloring) | MIT / UBC |
6 | Minimax and Alpha-Beta | MIT |
6 | Checkers | Chinook |
6 | Othello | Ajax / Cyrano / Chirico |
9 | Definite Clause Deduction | UBC |
11 | Strips Planning | UBC |
12 | Continuous Planning | Koenig |
14 | Belief Networks | UBC / JavaBayes |
17 | Markov Decision Processes | UBC |
18 | Decision Trees | Alberta / UBC |
20 | Neural Networks | UBC |
20 | Support Vector (Kernel) Machines | MIT |
21 | Reinforcement Learning | Blackjack |
25 | Robotic Control | UBC |
26 | Art | Aaron |
AI: A Modern Approach by Stuart Russell and Peter Norvig | Modified: Sep 21, 2003 |