| Date | Topic | |
|---|---|---|
| Week 1 | 03/03 | Introduction to AI; LEGO robots |
| Week 2 | 10/03 | Uninformed search; heuristic search |
| Week 3 | 17/03 | Minimax search; propositional logic |
| Week 4 | 24/03 | Infererence in the propositional calculus; the predicate calculus |
| Week 5 | 31/03 | Inference in the predicate calculus; knowledge representation |
| Mid-semester break | ||
| Week 6 | 14/04 | Learning from observations; perceptron |
| Week 7 | 21/04 | Multilayer perceptron: theory and applications |
| Week 8 | 28/04 | Optimisation; genetic algorithms |
| Week 9 | 05/05 | Uncertainty; probabilistic reasoning |
| Week 10 | 12/05 | Bayesian networks; inference in BN |
| Week 11 | 19/05 | Probabilistic reasoning over time; speech recognition |
| Week 12 | 26/05 | Natural language and grammars |
| Week 13 | 02/06 | Natural language semantics; revision |
Last modified: Monday, 27-Feb-2012 10:49:38 NZDT