CS3317: Artificial Intelligence

Shanghai Jiao Tong University, Fall 2022

Teaching Staff

	name	email	office hour
Instructor	Shuai Li	shuaili8@sjtu.edu.cn	Mon 2-3 PM Rm 1406-2, Software College
Assistant Instructor	Panpan Cai	cai_panpan@sjtu.edu.cn	Mon 3-4 PM Online
Chief TA	Zhihui Xie	fffffarmer@sjtu.edu.cn	Wed 7-9 PM Online
TA	Fang Kong	fangkong@sjtu.edu.cn	Thu 7-9 PM Online
	Xu Liu	liu_skywalker@sjtu.edu.cn	Tue 7-9 PM Rm 1119, Software College

News

• HW 6 is out and is due on Jan 1. Solution 6 is out.
• HW 5 is out and is due on Dec 15. Solution 5 is out.
• HW 4 is out and is due on Nov 30. Solution 4 is out.
• Project is out and is due on Dec 28.
• HW 3 is out and is due on Nov 16. Solution 3 is out.
• HW 2 is out and is due on Oct 28. Solution 2 is out.
• HW 1 is out and is due on Oct 12. Solution 1 is out.

Course Information

Lecture times

• Thu 12:55-15:40 at Dong Zhong Yuan 2-203

Grading Your grade will be determined by assignments (40%), a project (25%), a final exam (30%) and participance (5%).

References

• CS 188 Introduction to Artificial Intelligence by UC Berkeley
• 15-281 Artificial Intelligence: Representation and Problem Solving by CMU
• CS221: Artificial Intelligence: Principles and Techniques by Stanford
• Artificial Intelligence: A Modern Approach, by Stuart Russell and Peter Norvig

Schedule

week	date	topic	materials
1	Sep 15	1 Introduction	pdf
2	Sep 22	2 Search	pdf
3	Sep 29	3 Constraint Satisfaction Problems	pdf demo
4	Oct 9
5	Oct 13	4 Boolean Satisfiability Problem	pdf (updated on Oct 19) demo
6	Oct 20	5 Adversarial Search	pdf (updated on Oct 19)
7	Oct 27	6 Markov Decision Processes	pdf
8	Nov 3
9	Nov 10	7 Reinforcement Learning	pdf
10	Nov 17	8 Multi-armed Bandits	pdf
11	Nov 24
12	Dec 1	9 Bayes Nets: Probabilistic Models	pdf
13	Dec 8	10 Bayes Nets: Inference	pdf (updated on Dec 8)
14	Dec 15
15	Dec 22	Advanced Topics & Final Review	pdf
16	Dec 29	Presentations