| Lecture | Date | Chapters, 2nd Edition |
Chapters, 3rd Edition |
Slides | Topic |
| 1 | Tue 07/09 | 1, 3 | 1, 3.1-3.4 |
Introduction ((c)S. Russel) Uninformed Search ((c)S. Russel) |
Course Details and Overview Solving Problems by Search |
| 2 | Wed 07/10 | 4 | 3.5-3.6 | Informed Search ((c)S. Russel, Cook)
Implementation Notes |
Informed Search |
| 3 | Thu 07/11 | 6 | 5 |
Game Playing ((c)S. Russel) Implementation Notes |
Game Playing |
| 4 | Mon 07/15 | 7 | 7 | Logic and Inference ((c)S. Russel) | Knowledge and Logic Reasoning |
| 5 | Tue 07/16 | 7, 8 | 7, 8 | First Order Logic ((c)S. Russel) |
Inference by Enumeration and Resolution First Order Logic |
| 6 | Wed 07/17 | 9 | 9 | First Order Inference ((c)S. Russel) | Inference in First Order Logic |
| 7 | Thu 07/18 | First Midterm | |||
| 8 | Mon 07/22 | 11 | 10 | Planning ((c)S. Russel) | Inference in First Order Logic (continued) Planning |
| 9 | Wed 07/24 | 11, 12 | 10, 11 | Notes on planning Conditional Planning ((c)S. Russel) |
Planning, continued Conditional Planning and Replanning |
| 10 | Thu 07/25 | 13 | 13 | Probability ((c)S. Russel) | Probability |
| 11 | Mon 07/29 | 14.1-14.4 | 14.1-14.4 | Bayesian Networks ((c)S. Russel) | Bayesian networks |
| 12 | Tue 07/30 | 14.1-14.4 | 14.1-14.4 | Bayesian networks, continued | |
| 13 | Wed 07/31 | 18.1-18.3 | 18.1-18.3 | Learning ((c)S. Russel) | Learning Methods, Decision Trees |
| 14 | Thu 08/01 | Second Midterm | |||
| 15 | Mon 08/05 | 18.1-18.3 | 18.1-18.3 | Notes on Information Gain | Decision Trees, continued |
| 16 | Tue 08/06 | 20.1, 20.5 | 20.1, 18.7 |
MAP-ML ((c)S. Russel) Notes on MAP and ML |
MAP estimation, ML estimation |
| 17 | Wed 08/07 | 20.1, 20.5 | 20.1, 18.7 | Neural Networks ((c)S. Russel) | Neural Networks |
| 18 | Thu 08/08 | Overview of Material for Final Exam | |||
| Final Exam | Mon 08/12 | Final Exam | |||
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.