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.