CS121 � Introduction to Artificial Intelligence (original) (raw)
CS121 - Introduction to Artificial Intelligence
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Schedule & Syllabus
| Date | Topic | HW: Out | Due (Tue,) | Russell & Norvig textbook | Slides (ppt) | Slides (pdf) |
|---|---|---|---|---|---|---|
| 1/3 | Introduction | Chap. 1 and 2 | 1 | 1 | ||
| 1/5 | Search problems | Chap. 3, Sections 3.1-2 | 2 | 2 | ||
| 1/10 | Blind Search | HW1(doc, pdf) | Chap. 3, Sections 3.3-4 | 3 | 3 | |
| 1/12 | Heuristic search (1/3) | Chap. 3, Sections 3.5-7 | 4-5 | 4-5 | ||
| 1/17 | MLK Day (no class) | HW2(doc, pdf) | HW1 | |||
| 1/19 | Heuristic search (2/3) | Chap. 3, Sections 3.5-7 | 4-5 | 4-5 | ||
| 1/24 | Heuristic search (3/3) + Motion planning (1/2) | HW3(doc, pdf) | HW2 | Chap. 4, Section 4.1 | 6-7 | 6-7 |
| 1/26 | Motion planning (2/2) | Chap. 25, Section 25.4 | 6-7 | 6-7 | ||
| 1/31 | Action planning | HW4(doc, pdf) | HW3 | Chap. 10 | 8 | 8 |
| 2/2 | Constraint satisfaction | Chap. 6, Section 6.1 | 9 | 9 | ||
| 2/7 | Constraint propagation | HW4 | Chap. 6, Sections 6.2-5 | 10 | 10 | |
| 2/9 | Introduction to uncertainty | Chap. 13, Sections 13.1-2 | 11 | 11 | ||
| 2/14 | Non-deterministic uncertainty | HW5(doc, pdf) | 12 | 12 | ||
| 2/16 | Adversarial Search | Chap. 5 | 13 | 13 | ||
| 2/21 | Presidents� Day (no class) | HW6(doc, pdf) | HW5 | |||
| 2/23 | Deciding under probabilistic uncertainty | Chap. 16 and 17 | 14 | 14 | ||
| 2/28 | Bayesian nets | HW7(doc, pdf) | HW6 | Chap. 14 | 15 | 15 |
| 3/2 | Inductive learning (1/2) | Chap. 18 | 16 | 16 | ||
| 3/7 | Inductive learning (2/2) | HW7 | Chap. 18 | 17 | 17 | |
| 3/9 | Course review by CAs |
-Note that HWs are due on Tuesdays at noon (not on Mondays)
- Final: Wednesday March 16th at 8:30-11:30am in MCCULL115.