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CSE Home |
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Contact Info |
| Instructor:
Luke Zettlemoyer
(lsz at cs dot washington dot edu) Office hours: Tues 11-12 in CSE 658, or by appointment |
TA:
Cynthia Matuszek
(cynthia at cs dot washington dot edu) Office hours: Thur 5:00-6:00pm, CSE 006 |
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TA: Mark Yatskar
(my89 at cs dot washington dot edu) Office hours: Wed 3:00-4:00pm, CSE 006 |
| Week | Dates | Topics & Lecture Notes | Readings |
|---|---|---|---|
| 1 | April 1, 3, 5 | Introduction; Search | R&N, Ch. 1,2 (optional); R&N, Ch. 3.1-3.7 |
| 2 | April 8, 10, 12 | Heuristic Search; Game Playing: Minimax and Expectimax | R&N, Ch. 5.1-5.9 (5.6 is optional) |
| 3 | April 15, 17, 19 | Games (continued); Markov Decision Processes (MDPs) | R&N, Ch 17.1-17.3; S&B, Ch. 3-4 |
| 4 | April 22, 24, 26 | MDPs (cont.); Reinforcement Learning (RL) | R&N, Ch. 17.4 (also, finish previous reading) |
| 5 | April 29, May 1, 3 | RL (continued), Uncertainty and Hidden Markov Models (HMMs) | R&N, 13.1-13.5; 15.1-15.3 |
| 6 | May 6, 8, 10 | Constraint Satisfaction Problems, CSP Review | R&N, Ch. 6.1-6.5 |
| 7 | May 13, 15, 17 | HMMs (cont.); Bayesian Networks (BNs) | R&N, Ch. 14.1-14.5 |
| 8 | May 20, 22, 24 | BN Inference; Supervised Learning | R&N, 18.1-2, 18.4, 18.6; |
| 9 | May 29, 31 | ML (cont.); Intro. Logic | R&N 7-7.5 |
| 10 | June 3, 5, 7 | Logical Inference; First-Order Logic | R&N 8.2-8.3.2, 8.4; 9.1-9.3.2 |
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Department of Computer Science & Engineering University of Washington Box 352350 Seattle, WA 98195-2350 (206) 543-1695 voice, (206) 543-2969 FAX |
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