| Lecture | Date | Chapters, 2nd Edition |
Chapters, 3rd Edition |
Slides | Topic |
| 1 | Tue 06/05 | 3 | 3.1-3.4 | Uninformed Search ((c)S. Russel) | Course Details and Overview Solving Problems by Search |
| 2 | Thu 06/07 | 4 | 3.5-3.6 | Informed Search ((c)S. Russel, Cook)
Implementation Notes |
Informed Search |
| 3 | Tue 06/12 | 6 | 5 | Game Playing ((c)S. Russel) | Informed Search (continued), Game Playing |
| 4 | Thu 06/14 | 6 | 5 | Implementation Notes | Game Playing, continued |
| 5 | Tue 06/19 | 7 | 7 | Logic and Inference ((c)S. Russel) | Game Playing, continued, Knowledge and Logic Reasoning |
| 6 | Tue 06/26 | 7 | 7 | Midterm Preparation, Logic (continued) | |
| 7 | Thu 06/28 | First Midterm | |||
| 8 | Tue 07/03 | 7 | 7 | Midterm Recap, Inference by Enumeration | |
| 9 | Thu 07/05 | 7, 8, 9 | 7, 8, 9 |
First Order Logic ((c)S. Russel) First Order Inference ((c)S. Russel) |
Resolution, Conjunctive Normal Forms, First Order Logic |
| 10 | Tue 07/10 | 11 | 10 |
Planning ((c)S. Russel)
Notes on planning |
Planning |
| 11 | Thu 07/12 | 12 | 11 | Conditional Planning ((c)S. Russel) | Planning (continued), Conditional Planning and Replanning |
| 12 | Tue 07/17 | 13 | 13 | Probability ((c)S. Russel) | Midterm Preparation, Probability |
| 13 | Thu 07/19 | Second Midterm | |||
| 14 | Tue 07/24 | 14.1-14.4 | 14.1-14.4 | Bayesian Networks ((c)S. Russel) | Midterm recap, Bayesian networks |
| 15 | Thu 07/26 | 18.1-18.3 | 18.1-18.3 |
Learning ((c)S. Russel)
Notes on Information Gain |
Learning Methods, Decision Trees |
| 16 | Tue 07/31 | 20.1, 20.5 | 20.1, 18.7 |
MAP-ML ((c)S. Russel) Notes on MAP and ML Neural Networks ((c)S. Russel) |
MAP estimation, ML estimation Neural Networks |
| 17 | Thu 08/02 | Third Midterm | |||
| 18 | Tue 08/07 | Midterm Recap | |||
This schedule is tentative and subject to change. If changes are necessary they will be announced in class and posted in the schedule on the course page.