Schedule
| Date | Topic | Required Reading |
|---|---|---|
| | Introduction and Course Overview | ch. 1
|
| | Intelligent Agents & Problem Solving | ch. 2
|
| | Problem Solving | ch. 3 (3.1 - 3.5)
|
| | Heuristic Search | ch. 4 (4.1 -4.3)
|
| | Lisp | |
| | Game Playing | ch. 6
|
| | Game Playing | |
| | Constraint Satisfaction Problems (CSPs) | ch. 5
|
| | CSPs and Constraint Propagation | |
| | KR & Logical Agents | ch. 7
|
| | Resolution & Theorem Proving | |
| | First Order Logic (FOL) | ch. 8
|
| | FOL & Theorem Proving | ch. 9
|
Mar 13
| Review | |
Mar 15
| MIDTERM (TENTATIVE!)
| |
Mar 19-23
| SPRING BREAK
| |
Mar 27
| Planning | ch. 11
|
Mar 29
| Planning | ch 12
|
Apr 3
| Uncertainty | ch. 13
|
Apr 5
| Probabilistic Reasoning | ch 14
|
Apr 10
| Probabilistic Reasoning | |
Apr 12
| Probabilistic Reasoning | ch 15
|
Apr 17
| Decision Making Under Uncertainty | ch 16
|
Apr 19
| Decision Making Under Uncertainty | |
Apr 24
| Decision Making Under Uncertainty | ch 17
|
Apr 26
| Learning | ch 18
|
May 1
| Learning | ch 20
|
May 3
| Learning | |
May 8
| Reinforment Learning | ch 21
|
May 10
| Wrap-up | |
May 12
| FINAL (Saturday, May 12 8:00-10:00 am)
| |
