| Date | Due | Topic | Winston | Russell & Norvig (Optional) | |
| Th | Jan 10 | Introduction | 1 | 1 | |
| Fr | Jan 11 | Problem Solving, Semantic Nets | 2 | 3.1-3.3 | |
| Mo | Jan 14 | Generate & Test, Means-Ends Analysis, Problem Reduction | 3 | 3.1-3.3 | |
| Tu | Jan 15 | Blind Search & Heuristic Search | 4 | 3.4-3.8 | |
| Th | Jan 17 | Optimal Search | 5 | 4 | |
| Fr | Jan 18 | Tree & Adversarial Search - Game Playing | 6 | 5 | |
| Mo | Jan 21 | Proj/HW 1 | Tree & Adversarial Search - Game Playing | 6 | 5 |
| Tu | Jan 22 | Summary of Search | 4-6 | 3-5 | |
| Th | Jan 24 | Rule-Based Systems I | 7 | 6, 8 | |
| Fr | Jan 25 | Rule-Based Systems II | 8 | 10.5 | |
| Mo | Jan 28 | Frames and Inheritance | 9 | 10.6 | |
| Tu | Jan 29 | Planning | 15 | 11 | |
| Th | Jan 31 | Proj/HW 2 I | Logic & Resolution I | 13 | 7, 9 |
| Fr | Feb 01 | Logic & Resolution II | 13, 14 | 9, 10.4 | |
| Mo | Feb 04 | Review | |||
| Tu | Feb 05 | ** EXAM 1 ** | |||
| Wed | Feb 06 | Proj/HW 2 II | |||
| Th | Feb 07 | Machine Learning I | 16 | 18.1-18.2 | |
| Fr | Feb 08 | Machine Learning II - Decision Trees | 21 | 18.3 | |
| Mo | Feb 11 | Machine Learning III - Neural Networks | 22 | 19.1-19.5 | |
| Tu | Feb 12 | Machine Learning IV - Genetic Algorithms | 25 | 20.8 | |
| Th | Feb 14 | Academic Advising Day - No class today | |||
| Fr | Feb 15 | Proj/HW 3 | Summary Machine Learning | 16-25 | 18-20 |
| Mo | Feb 18 | Machine Vision I | 26 | 24 | |
| Tu | Feb 19 | Machine Vision II | 27 | 24 | |
| Th | Feb 21 | Natural Language Processing I | 28 | 22 | |
| Fr | Feb 22 | Natural Language Processing II | 29 | 23 | |
| Mo | Feb 25 | Robotics | 25 | ||
| Tu | Feb 26 | Proj/HW 4 | Review | ||
| Th | Feb 28 | ** EXAM 2 ** |