CSE573 Lecture Slides

Steam-powered Turing Machine

University of Washington Department of Computer Science & Engineering

CSE573 Lecture Slides

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Week Dates Topics & Slides Readings Notes

1 September 25 Introduction R&N Ch 2, Ch 3

2 September 29
Oct 2 Agents Search
Heuristic search R&N Finish Ch 3 and read up through 4.2
R&N Finish Ch4 and read Ch5

3 Oct 7
Oct 9 Planning Logic
Logic SAT Plan First Order Logic R&N Ch 7, 8 and 11 through 11.2

4 Oct 14
Oct 16 First Order Logic
No class R&N Ch 18

5 Oct 21
Oct 23 Inductive Learning
Ensemble Learning & Modeling Uncertainty R&N Ch 18

6 Oct 28
Oct 30 Bayesian Networks & Statistical Learning
Bayesian Networks R&N Ch 18

7 Nov 4
Nov 6 Planning Under Uncertainty
R&N Ch 17 till 17.3 Ch 21

8 Nov 11
Nov 13 Veteran's Day (no class)
In class mid-term N/A

9 Nov 18
Nov 20 POMDPs
Robotics

10 Nov 25
Nov 27 Constraint Satisfaction Problem
Thanksgiving (no class) Paper for discussion

11 Dec 2
Dec 4 Natural Language Processing
Hidden Markov Modeles
Paper for discussion

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University of Washington
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Seattle, WA 98195-2350
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