CS410: Artificial Intelligence

Shanghai Jiao Tong University, Fall 2021

Teaching Staff

	name	email	office hour
Instructor	Shuai Li	shuaili8@sjtu.edu.cn	Mon 7-9 PM Rm 1406-2, Software College
TA	Canzhe Zhao	canzhezhao@sjtu.edu.cn	Fri 7-9 PM Rm 1119, Software College
TA	Zhihui Xie	fffffarmer@sjtu.edu.cn	Wed 7-9 PM Rm 1119, Software College

News

• HW 5 is out and is due on Jan 3.
• Project is out and is due on Jan 2.
• Lab 5 is out and is due on Dec 18.
• HW 4 is out and is due on Dec 3. Solution is out.

Course Information

Lecture times

• Thu 12:55-15:40 at Dong Xia Yuan 102

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 16	1 Introduction	pdf
2	Sep 23	2 Uninformed Search	pdf
3	Sep 30	3 Informed Search	pdf
4	Oct 9	4 Constraint Satisfaction Problems	pdf demo
5	Oct 14
6	Oct 21	5 Adversarial Search	pdf
7	Oct 28	6 Markov Decision Processes	pdf
8	Nov 4
9	Nov 11	7 Reinforcement Learning	pdf
10	Nov 18	8 Regression	pdf (updated on Dec 2)
11	Nov 25	9 Neural Networks	pdf (updated on Dec 9)
12	Dec 2	10 Bayes Nets: Probabilistic Models	pdf (updated on Dec 16)
13	Dec 9
14	Dec 16	11 Bayes Nets: Inference	pdf (updated on Dec 23)
15	Dec 23	Final Review	pdf
16	Dec 30	Presentation