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


Course Information

Lecture times

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



week date topic materials
1Sep 161 Introductionpdf
2Sep 232 Uninformed Searchpdf
3Sep 303 Informed Searchpdf
4Oct 94 Constraint Satisfaction Problemspdf demo
5Oct 14
6Oct 215 Adversarial Searchpdf
7Oct 286 Markov Decision Processespdf
8Nov 4
9Nov 117 Reinforcement Learningpdf
10Nov 188 Regressionpdf (updated on Dec 2)
11Nov 259 Neural Networkspdf (updated on Dec 9)
12Dec 210 Bayes Nets: Probabilistic Modelspdf (updated on Dec 16)
13Dec 9
14Dec 1611 Bayes Nets: Inferencepdf (updated on Dec 23)
15Dec 23Final Reviewpdf
16Dec 30Presentation