| L/no | Date | Chapters, 2nd Edition | Chapters, 3rd Edition | Topic |
|---|---|---|---|---|
| 1 | Wed 01/18 | 1, 3 | 1, 3.1 - 3.4 | Course Details[1] and Overview[1], Solving Problems by Search[2] |
| 2 | Mon 01/23 | 1, 3 | 1, 3.1 - 3.4 | Solving Problems by Search[2] (Contd.), Implementation Notes[3] |
| 3 | Wed 01/25 | 4 | 3.5 - 3.6 | Informed Search[3] |
| 4 | Mon 01/30 | 2 | 2 | Agents[2], Game Playing[2] |
| 5 | Wed 02/01 | 2 | 2 | Game Playing[2] (Contd.) |
| 6 | Mon 02/06 | 6 | 5 | Alpha - Beta Pruning[3], Non - Deterministic Games |
| 7 | Wed 02/08 | 7 | 7 | Knowledge and Logic Reasoning[2] |
| 8 | Mon 02/13 | 7 | 7 | Inference by Enumeration |
| 9 | Wed 02/15 | 7 | 7 | Exam 1 Material Review, Inference (Contd.) |
| Mon 02/20 | EXAM 1 | |||
| 10 | Wed 02/22 | 8.1-8.3, 9.1 | 8.1-8,3, 9.1 | Exam 1 Discussion, First Order Logic[3] |
| 11 | Mon 02/27 | 8.1-8.3, 9.1 | 8.1-8.3, 9.1 | First Order Logic[3] (Contd.) |
| 12 | Wed 03/01 | 11 | 10 | Planning[3] |
| 13 | Mon 03/06 | 11 | 10 | Planning[2](Contd.) |
| 14 | Wed 03/08 | 12 | 11 | Conditional Planning and Replanning[3], Conditional Planning and Replanning[2] |
| Mon 03/13 | SPRING BREAK - No Class | |||
| Wed 03/15 | SPRING BREAK - No Class | |||
| 15 | Mon 03/20 | 13 | 13 | Probability[2] |
| 16 | Wed 03/22 | 13 | 13 | Exam 2 Material Review, Probability[2] (Contd.), Joint Probability Distributions |
| Mon 03/27 | EXAM 2 | |||
| 17 | Wed 03/29 | 13 | 13 | Exam 2 Discussion, Prior and Posterior probablities[3] |
| 18 | Mon 04/03 | 14.1-14.4 | 14.1-14.4 | Bayesian Networks[2], Bayesian Networks[3] |
| 19 | Wed 04/05 | 18.1-18.3 | 18.1-18.3 | Learning [3], Learning Methods[2] |
| 20 | Mon 04/10 | 18.1-18.3 | 18.1-18.3 | Decision Trees[3] |
| 21 | Wed 04/12 | 18.1-18.3 | 18.1-18.3 | Practical Issues with Decision Trees[3] |
| 22 | Mon 04/17 | 20.3 | Bayesian Classifiers, Probability Estimation[3] | |
| 23 | Wed 04/19 | 18.8.1 | Nearest Neighbor Classifiers[3] | |
| 24 | Mon 04/24 | 20.5 | 18.6.4, 18.7 | Neural Networks[2] (Addlitional Slides 1[1][4], Additional Slides 2[4]), Backpropogation Learning[3] |
| 25 | Wed 04/26 | 20.5 | 18.6.4, 18.7 | Exam 3 Material Review, Backpropogation Learning[3] (Contd.) |
| Mon 05/01 | EXAM 3 | |||
| 26 | Wed 05/03 | Exam 3 Discussion, Optional Assignment Information, Final Q&A | ||
| Mon 05/08 | MAKEUP EXAM | |||
| Wed 05/10 | FINALS WEEK - No Class |