CptS 440/540 Fall 2017 - Artificial Intelligence

Schedule

Class Day Date Topic Readings Due
1 Tu 08/22/2017 Introduction 1  
2 Th 08/24/2017 Intelligent Agents 2  
3 Tu 08/29/2017 Search 3  
4 Th 08/31/2017 Uninformed Search    
5 Tu 09/05/2017 Informed Search    
6 Th 09/07/2017 Local Search 4.1 Homework 1
7 Tu 09/12/2017 Adversarial Search 5  
8 Th 09/14/2017 Logic 7  
9 Tu 09/19/2017 Propositional Logic    
10 Th 09/21/2017 First-Order Logic 8 Homework 2
11 Tu 09/26/2017 Logical Inference 9 Homework 2 Problem 3
12 Th 09/28/2017 EXAM 1    
13 Tu 10/03/2017 Logical Inference    
14 Th 10/05/2017 Planning 10  
15 Tu 10/10/2017 Planning    
16 Th 10/12/2017 Uncertainty 13 Homework 3
17 Tu 10/17/2017 Uncertainty    
18 Th 10/19/2017 Probabilistic Reasoning 14  
19 Tu 10/24/2017 Probabilistic Reasoning    
20 Th 10/26/2017 Learning 18.1,18.2,18.4 Homework 4
21 Tu 10/31/2017 Nearest Neighbor 18.8  
22 Th 11/02/2017 EXAM 2    
23 Tu 11/07/2017 Probabilistic Learning 20.1,20.2  
24 Th 11/09/2017 Decision Trees 18.3  
25 Tu 11/14/2017 Neural Networks 18.6,18.7  
26 Th 11/16/2017 Reinforcement Learning 21 Homework 5
---- Tu 11/21/2017 Thanksgiving Vacation    
---- Th 11/23/2017 Thanksgiving Vacation    
27 Tu 11/28/2017 Natural Language Processing 22  
28 Th 11/30/2017 Natural Language Communication 23  
29 Tu 12/05/2017 Philosophical/Ethical Issues 26  
30 Th 12/07/2017 Conclusions 27 Homework 6
---- Tu 12/12/2017 FINAL EXAM, 10:10am-12:10pm