| Date | Due | Topic | Winston | Russell & Norvig 2nd ed Optional | |
| Tu | Oct 28 | Introduction | 1 | 1 | |
| Th | Oct 30 | Problem Solving, Semantic Nets | 2 | 3.1-3.3, 10.6 | |
| Fr | Oct 31 | Generate & Test, Means-Ends Analysis, Problem Reduction | 3 | 3.1-3.3 | |
| Mo | Nov 03 | Blind Search & Heuristic Search | 4 | 3.4-3.7 | |
| Tu | Nov 04 | Optimal Search | 5 | 4 | |
| Th | Nov 06 | Tree & Adversarial Search - Game Playing | 6 | 6 | |
| Fr | Nov 07 | HW1 | Tree & Adversarial Search - Game Playing | 6 | 6 |
| Mo | Nov 10 | Proj1 | Summary of Search | 4-6 | 3, 4, 6 |
| Tu | Nov 11 | Rule-Based Systems I | 7 | 7, 9 | |
| Th | Nov 13 | Rule-Based Systems II | 8 | 7, 9 | |
| Fr | Nov 14 | Frames and Inheritance. Logic & Resolution I | 9, 13 | 10.3-10.4, 8, 9 | |
| Mo | Nov 17 | HW2 | Logic & Resolution II | 13, 14 | 8, 9 |
| Tu | Nov 18 | Planning I | 15 | 11, 12 | |
| Th | Nov 20 | Planning II | 15 | 11, 12 | |
| Fr | Nov 21 | Proj2 | Review & Catch-up | ||
| Mo | Nov 24 | ** EXAM 1 ** | |||
| Tu | Nov 25 | Machine Learning I | 16 | 18.1-18.2 | |
| Mo | Dec 01 | Machine Learning II - Decision Trees | 21 | 18.3 | |
| Tu | Dec 02 | Machine Learning III - Neural Networks | 22 | 20.5 | |
| Th | Dec 04 | HW3 | Machine Learning IV - Genetic Algorithms | 25 | 4.3 |
| Fr | Dec 05 | Summary Machine Learning | 16-25 | 18-20 | |
| Mo | Dec 08 | Machine Vision I | 26 | 24 | |
| Tu | Dec 09 | Proj3 | Machine Vision II | 27 | 24 |
| Th | Dec 11 | Natural Language Processing I | 28 | 22 | |
| Fr | Dec 12 | Natural Language Processing II | 29 | 23 | |
| Mo | Dec 15 | Robotics | 25 | ||
| Tu | Dec 16 | Proj/Hw4 | Review & Catch-up | ||
| Th | Dec 18 | ** EXAM 2 ** |