Schedule - CSE 4308 - 002 and CSE 5360 - 002

Lecture videos are available on Canvas.


L/no Date Chapters, 2nd Edition Chapters, 3rd Edition Topic
1 7/9
 1, 2 1, 2 Course Details[1] and Overview[1], Agents[2]
2 7/10
 3 3.1 - 3.4 Solving Problems by Search[2]
3
 7/11
 4, 6 3.5 - 3.6, 5 Notes on Implementation[1], Informed Search[2], Game Playing[2]
4 7/15
 6 5 Alpha - Beta Pruning[3], Non - Deterministic Games
5 7/16
 5 6
 Constraint Satisfaction Problems[2]
6 7/17
 7 7 Knowledge and Logic Reasoning[2], Inference by Enumeration
7 7/18
 7 7 Forward and Backward Chaining, Resolution
8 7/22
 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 7/23
 9.1.2, 9.2
 9.1.2, 9.2
 Unification & Inference in FOL (Contd.), EXAM 1 REVIEW

7/24

EXAM 1
10 7/25
 11 10 Exam 1 Discussion, Planning[3], Planning[2]
11 7/29
 12 11 Conditional Planning and Replanning[3], Conditional Planning and Replanning[2]
12 7/30
 13 13 Probablity[2], Joint Probablity Distribution, Prior and Posterior Probablites[3]
13 7/31
 14.1 - 14.4 14.1 - 14.4 Bayesian Networks[3], Bayesian Networks[2]
14 8/1
 18.1-18.3 18.1-18.3 Learning[3], Learning[2], Decision Trees[3]
15 8/5
 18.1-18.3 18.1-18.3 Practical Issues with Decision Trees[3]
16
 8/6
20.3Bayesian Classifiers[3]
17
 8/7
 18.8.1Probabilty Estimations, Nearest Neighbor Classifiers[3]
18 8/8
 20.518.6.4, 18.7Neural Networks[2], Neuron Architeture[1][4],  Backpropogation Learning[3]
8/12

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)