(subject to further revisions)
| Week | Date | Topic | Slides | Reading | Assignments | |
| 01 | 01/18 | 01 | Introduction | 1up 4up | Ch. 1 | |
| 01 | 01/20 | 02 | Agents | 1up 4up | Ch. 2 | |
| 02 | 01/25 | 03 | Systematic search | 1up 4up | Ch. 3.1-4 | |
| 02 | 01/27 | 04 | Heuristic and Local search | 1up 4up | Ch 3.5-7, Ch. 4.1 | HW1(MP) out. |
| 03 | 02/01 | 05 | Constraint Satisfaction | 1up 4up | Ch. 6.1,6.2, 6.5 | |
| 03 | 02/03 | 06 | More on CSPs | 1up 4up | Ch. 6.3, 6.5 | |
| 04 | 02/08 | 07 | Propositional logic | 1up 4up | Ch. 7.2-7.5.2 | |
| 04 | 02/10 | 08 | Predicate logic | 1up 4up | Ch. 8 | |
| 05 | 02/15 | 09 | Inference in predicate logic | 1up 4up | Ch. 9.1-3 | |
| 05 | 02/17 | 10 | More inference in predicate logic | 1up 4up | Ch. 9 | HW1 due. HW2 out (Compass). |
| 06 | 02/22 | 11 | Classical Planning | 1up 4up | Ch. 10 | |
| 06 | 02/24 | 12 | More planning | 1up 4up | Ch. 10 | |
| 07 | 03/01 | 13 | Review for Midterm | 1up 4up | ||
| 07 | 03/03 | 14 | Midterm | Solutions | ||
| 08 | 03/08 | 15 | Bayesian Networks and Probability review | 1up 4up | Ch. 13, Ch. 14.1-3 | |
| 08 | 03/10 | 16 | Exact inference in Bayesian Networks | 1up 4up | Ch. 14.4 | HW2 due. |
| 09 | 03/15 | 17 | Variable elimination in Bayesian Networks | 1up 4up | Ch. 14.5 | |
| 09 | 03/17 | 18 | More on Bayesian Networks | 1up 4up | Ch. 15.1-3,5 | HW3 out. |
| 10 | 03/29 | 19 | Learning probabilistic models | 1up 4up | Ch. 13.5, 20.1 | |
| 10 | 03/31 | 20 | Learning probabilistic models | 1up 4up | 20.2 (extra: 1up 4up ) | |
| 11 | 04/05 | 21 | Decision trees | 1up 4up | Ch. 18.3 | |
| 11 | 04/07 | 22 | Decision trees | 1up 4up | Ch. 18.3 | HW3 due. HW4(MP2) out. |
| 12 | 04/12 | 23 | Decision trees | 1up 4up | Ch. 18.6-7 | |
| 12 | 04/14 | 24 | Perceptrons | 1up 4up | Ch. 18.7 | |
| 13 | 04/19 | 25 | More on preceptrons | 1up 4up | Ch. 18.8 | |
| 13 | 04/21 | 26 | Learning theory | 1up 4up | Ch. 18.9 | |
| 14 | 04/26 | 27 | SVMs | 1up 4up | Ch. 21 | |
| 14 | 04/28 | 28 | Review for Final | 1up 4up | TBA | HW4 due. |
| 15 | 05/02 | 29 | No lecture. CRA-W/CDC events |