| Date | Due | Topic | Chapter | |
| Th | Jan 13 | Introduction | 1 | |
| Fr | Jan 14 | Problem Solving, Semantic Nets | 2 | |
| Mo | Jan 17 | Generate & Test, Means-Ends Analysis, Problem Reduction | 3 | |
| Tu | Jan 18 | Blind Search & Heuristic Search | 4 | |
| Th | Jan 20 | Optimal Search | 5 | |
| Fr | Jan 21 | Tree & Adversarial Search - Game Playing | 6 | |
| Mo | Jan 24 | Tree & Adversarial Search - Game Playing | 6 | |
| Tu | Jan 25 | Hw 1 | Rule-Based Systems I | 7 |
| Th | Jan 27 | Rule-Based Systems II | 8 | |
| Fr | Jan 28 | Frames & Inheritance | 9 | |
| Mo | Jan 31 | Constraint Satisfaction | 11 | |
| Tu | Feb 01 | Hw 2 | Constraint Satisfaction | 12 |
| Th | Feb 03 | Review | ||
| Fr | Feb 04 | ** EXAM 1 ** | ||
| Mo | Feb 07 | Logic & Resolution I | 13 | |
| Tu | Feb 08 | Proj 1 | Logic & Resolution II | 13, 14 |
| Th | Feb 10 | Planning | 15 | |
| Fr | Feb 11 | Learning I | 16 | |
| Mo | Feb 14 | Learning II | 21 | |
| Tu | Feb 15 | Learning III - Neural Networks | 22 | |
| Th | Feb 17 | Advising Appointment Day - No class today | ||
| Fr | Feb 18 | Hw 3 | Learning IV - Genetic Algorithms | 25 |
| Mo | Feb 21 | Machine Vision I | 26 | |
| Tu | Feb 22 | Proj 2 | Machine Vision II | 27 |
| Th | Feb 24 | Natural Language Processing I | 28 | |
| Fr | Feb 25 | HW 4 | Natural Language Processing II | 29 |
| Mo | Feb 28 | Review | ||
| Tu | Feb 29 | ** EXAM 2 ** | ||
| Th | Mar 02 | Final Remarks |