Schedule - CSE 4308 and CSE 5360

Lecture videos are available on Canvas.


L/no Date Chapters, 2nd Edition Chapters, 3rd Edition Chapters, 4th Edition Topic
1 7/10
1, 2 1, 2 1, 2 Course Details[1] and Overview[1], Agents[2]
2 7/11
3 3.1 - 3.4 3.1 - 3.4 Solving Problems by Search[2]
3
7/12
4, 6 3.5 - 3.6, 5 3.5 - 3.6, 5 Informed Search[2], Game Playing[2]
4 7/13
6 5 5 Alpha - Beta Pruning[3], Non - Deterministic Games
5 7/17
5 6 6 Constraint Satisfaction Problems[2]
6 7/18
7 7 7 Knowledge and Logic Reasoning[2], Inference by Enumeration
7 7/19
7 7 7 Forward and Backward Chaining, Resolution
8 7/20
8.1-8.3, 9.1.2, 9.2 8.1-8.3, 9.1.2, 9.2 8.1-8.3, 9.1.2, 9.2 First Order Logic[3], Unification & Inference in FOL[2]
9 7/24
11
10
11
Planning[3], Planning[2]
10
7/25
12
11
11
Conditional Planning and Replanning[3], Conditional Planning and Replanning[2], Exam 1 Review

7/26



EXAM 1
11 7/27
13 13 12 EXAM 1 Discussion, Project Discussion, Probablity[2]
12 7/31
13 13 12 Joint Probablity Distribution, Prior and Posterior Probablites[3]
13 8/1
14.1 - 14.4 14.1 - 14.4 13.1 - 13.4 Bayesian Networks[3], Bayesian Networks[2]
14 8/2
18.1-18.3 18.1-18.3 19.1-18.3 Learning[3], Learning[2], Decision Trees[3]
15 8/3
18.1-18.3 18.1-18.3 19.1-19.3 Practical Issues with Decision Trees[3]
16
8/7

20.3 20.3 Bayesian Classifiers[3]
17
8/8

 18.8.1  19.7.1 Probabilty Estimations, Nearest Neighbor Classifiers[3]
18 8/9
20.5 18.6.4, 18.7 19.6.4, 21.1 Neural Networks[2], Neuron Architeture[1][4]Backpropogation Learning[3], Exam 2 Review

8/10



EXAM 2


This schedule is tentative and subject to change. If changes are necessary they will be announced in class and posted here.
[1] (c) Vamsikrishna Gopikrishna, University of Texas at Arlington.
[2] (c) Stuart Russell (Artificial Intelligence: A Modern Approach. Stuart Russell, Peter Norvig. ISBN: 978-0136042594)
[3] (c) Vassilis Athitsos, University of Texas at Arlington.
[4] (c) Martin Hagan (Neural Network Design. Martin T. Hagan, Howard B. Demuth, Mark H. Beale. ISBN: 0-9717321-0-8)