Tentative Schedule for Monday - Wednesday Sections (changes, if any, posted at the end)

Lecture videos and Class discussion recordings will be available on Canvas.

L/no Date Chapters, 2nd Edition Chapters, 3rd Edition Chapters, 4th Edition Topic
1 08/21
 1 1 1 Course Details[1] and Overview[1]
2 08/22
 2, 3 2, 3.1 - 3.4 2, 3.1 - 3.4 Agents[2], Solving Problems by Search[2]
3 08/28
 4 3.5 - 3.6 3.5 - 3.6 Informed Search[2]
4
 08/30
 4 3.5 - 3.6 3.5 - 3.6
 Search (contd.), Notes on Implementation[1]

09/04


LABOR DAY - NO CLASS

09/06


QUIZ 1
5
 09/11
 6 5 5
 Game Playing[2], Alpha - Beta Pruning[3]
6
 09/13
 6, 5 5, 6
 5, 6
 Non - Deterministic Games, Constraint Satisfaction Problems[2]
7
 09/18
 5 6 6
 CSP (contd.)
8
 09/20
 7
 7
 7
 Knowledge and Logic Reasoning[2], Inference by Enumeration
9
 09/25
 7
 7
 7
 Forward and Backward Chaining, Resolution

09/27


QUIZ 2
10 10/02
 8.1-8.3, 9.1, 9.2 8.1-8.3, 9.1, 9.2 8.1-8.3, 9.1, 9.2
 First Order Logic[3], Unification & FC/BC[2]
11 10/04
 11 10 11
 Planning[3], Planning[2]
12 10/09
 12 11 11
 Conditional Planning and Replanning[3], Conditional Planning and Replanning[2]
13 10/11
 13 13 12
 Probablity[2]
14 10/16
 13 13 12
 Joint Probablity Distribution, Prior and Posterior Probablites[3]

10/18


QUIZ 3
15
 10/23
 14.1 - 14.4 14.1 - 14.4 13.1-13.4 Bayesian Networks[3], Bayesian Networks[2]
16
 10/25
 14.1 - 14.4 14.1 - 14.4 13.1-13.4 Bayesian Networks (Contd.)
17
 10/30
 18.1-18.3 18.1-18.3 19.1-19.3 Learning[3], Learning[2]
18
 11/01
 18.1-18.3 18.1-18.3 19.1-19.3
 Decision Trees[3]
19 11/06
 18.1-18.3 18.1-18.3 19.1-19.3 Practical Issues with Decision Trees[3]

11/08


QUIZ 4
20 11/13
20.3 20.3 Bayesian Classifiers[3]
21 11/15
20.3 20.3 Probabilty Estimations
22
 11/20
 18.8.1 19.7.1
 Nearest Neighbor Classifiers[3]

11/22


THANKSGIVING HOLIDAY - NO CLASS
23
 11/27
 20.5 18.6.4, 18.7 19.6.4, 21.1
 Neural Networks[2], Neuron Architeture[1][4],  Backpropogation Learning[3]

11/29


QUIZ 5

12/04


Final Exam Review Session, Final Q & A

12/06


STUDENT STUDY DAY - NO CLASS

12/11


FINAL EXAM WEEK - Check here for exact Date and Time

12/13


FINAL EXAM WEEK - Check here for exact Date and Time

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)

Schedule Changes

Any Schedule changes will be listed here.