CS121 - Introduction to
Artificial Intelligence
___________________________________________________________________________________________
Schedule & Syllabus
Date |
Topic |
HW: Out |
Due (Tue,) |
Russell
& Norvig textbook |
Slides (ppt) |
Slides (pdf) |
1/3 |
Introduction |
|
|
Chap. 1 and 2 |
||
1/5 |
Search problems |
|
|
Chap. 3, Sections 3.1-2 |
||
1/10 |
Blind Search |
|
Chap. 3, Sections 3.3-4 |
|||
1/12 |
Heuristic search (1/3) |
|
|
Chap. 3, Sections 3.5-7 |
||
1/17 |
MLK Day (no class) |
HW1 |
||||
1/19 |
Heuristic search (2/3) |
|
|
Chap. 3, Sections 3.5-7 |
||
1/24 |
Heuristic search (3/3) + Motion planning (1/2) |
HW2 |
Chap.
4, Section 4.1 |
|||
1/26 |
Motion planning (2/2) |
|
|
Chap.
25, Section 25.4 |
||
1/31 |
Action planning |
HW3 |
Chap. 10 |
|||
2/2 |
Constraint satisfaction |
|
|
Chap. 6, Section 6.1 |
||
2/7 |
Constraint propagation |
|
HW4 |
Chap. 6, Sections
6.2-5 |
||
2/9 |
Introduction to uncertainty |
|
|
Chap. 13, Sections
13.1-2 |
||
2/14 |
Non-deterministic uncertainty |
|
||||
2/16 |
Adversarial Search |
|
|
Chap. 5 |
||
2/21 |
Presidents’ Day (no class) |
HW5 |
||||
2/23 |
Deciding under probabilistic uncertainty |
|
|
Chap. 16 and 17 |
||
2/28 |
Bayesian nets |
HW6 |
Chap. 14 |
|||
3/2 |
Inductive learning (1/2) |
|
|
Chap.
18 |
||
3/7 |
Inductive learning (2/2) |
|
HW7 |
Chap. 18 |
||
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.