CS3317: Artificial Intelligence

Shanghai Jiao Tong University, Spring 2025

Teaching Staff

	name	email	office hour
Instructor	Shuai Li	shuaili8@sjtu.edu.cn	Thr 1-2 PM Rm 1406-2, Software College
Chief TA	Canzhe Zhao	canzhezhao@sjtu.edu.cn	Mon 7-9 PM Rm 1119, Software College
TA	Zhijie Wang	violetevergarden@sjtu.edu.cn	Thr 2-4 PM Rm 1119, Software College
	Yutian Cheng	cyt2021@sjtu.edu.cn	Wed 7-9 PM Online

Course Information

Lecture times

• Mon 12:55-15:40 at Dong Shang Yuan 206

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	Feb 17	1 Introduction	pdf
2	Feb 24	2 Search	pdf
3	Mar 3	3 Constraint Satisfaction Problems	pdf
4	Mar 10
5	Mar 17	4 Boolean Satisfiability Problem	pdf demo
6	Mar 24	5 Adversarial Search	pdf
7	Mar 31
8	April 7	6 Markov Decision Processes	pdf
9	April 14	7 Reinforcement Learning	pdf
10	April 21	8 Multi-armed Bandits	pdf
	April 27	9 Deep Reinforcement Learning	pdf
11	April 28	Guest Lectures	Zhanyu Liu
13	May 12	10 Bayes Nets Probabilistic Models	pdf
14	May 19	11 Bayes Nets Inference	pdf
15	May 26