CS121 - Introduction to Artificial Intelligence

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Schedule & Syllabus

Date	Topic	Out	Due (Thu,)	Russell & Norvig textbook	Slides (ppt)	Slides (pdf)
4/2	Introduction			Chap. 1 and 2	1	1
4/7	Search problems			Chap. 3, 3.1-2	2	2
4/9	Blind Search	HW1(doc, pdf)		Chap. 3, 3.1-2 + 3.3-5	3	3
4/14	Heuristic search			Chap. 4, 4.1-3	4-5	4-5
4/16	Heuristic search	HW2(doc, pdf)	HW1	Chap. 4, 4.1-3	4-5	4-5
4/21	Heuristic search + Motion planning				6-7	6-7
4/23	Motion planning	HW3(pdf)	HW2		6-7	6-7
4/28	Action planning			Chap. 11, 11.1-4	8	8
4/30	Constraint satisfaction	HW4(doc, pdf)	HW3	Chap. 5	9	9
5/5	Constraint propagation			Chap. 5 + 24 (p. 881-884)	10	10
5/7	Introduction to uncertainty		HW4	Chap. 3, Sect 3.6 + Chap. 13	11	11
5/12	Non-deterministic uncertainty			Chap. 12, 12.3-5	12	12
5/14	Adversarial Search	HW5(doc, pdf)		Chap. 6	13	13
5/19	Deciding under probabilistic uncertainty			Chap. 17, 17.1-5	14	14
5/21	Bayesian nets	HW6(doc, pdf)	HW5	Chap. 14, 14.1-4	15	15
5/26	Memorial Day
5/28	Inductive learning		HW6	Chap. 18, 18.1-3	16	16
6/2	Inductive learning			Chap. 20, 20.5	17	17
6/4	Course review with CAs

- Midterm: Wednesday May 14^th at 7-9pm in Hewlett 200.

- Final: Monday June 9^th at 8:30-11:30am in 200-305 and 200-02.