Tentative Schedule (changes posted at the end)

Lecture recordings will be available on Canvas.

L/No Date Chapters, 2nd Edition Chapters, 3rd Edition Chapters, 4th Edition Topic
1 06/07 1, 2 1, 2 1, 2
 Course Details[1] and Overview[1], Agents[2]
2 06/09 3 3.1 - 3.4 3.1 - 3.4 Solving Problems by Search[2]
3 06/14 3, 4 3.1 - 3.4, 3.5 - 3.6 3.1 - 3.4, 3.5 - 3.6 Solving Problems by Search[2] (Contd.), Informed Search[2]
4 06/16 4, 6 3.5 - 3.6, 5 3.5 - 3.6, 5 Informed Search[2](Contd), Notes on Implementation[1], Game Playing[2]
5 06/21 6
 5
 5 Alpha - Beta Pruning[3], Non - Deterministic Games
6 06/23 5
 6
 6
 Constraint Satisfaction Problems[2]
7 06/28 7 7 7
 Knowledge and Logic Reasoning[2], Inference by Enumeration[2], FC/BC
8 06/30
 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, Unification & FC/BC[2]

07/05


Exam 1 Material Review, Q & A session

07/07


EXAM 1
9
 07/12 11
 10
 11
 Planning[3], Planning[2]
10 07/14 12, 13 11, 13 11, 12 Conditional Planning and Replanning[3], Conditional Planning and Replanning[2], Probablity[2]
11 07/19 13 13 12 Probablity[2], Joint Probablity Distribution, Prior and Posterior Probablites[3]
12 07/21 14.1 - 14.4 14.1 - 14.4 13.1 - 13.4 Bayesian Networks[3], Bayesian Networks[2]
13 07/26 18.1-18.3 18.1-18.3 19.1-19.3 Learning[3], Learning[2], Decision Trees[3]
14 07/28 18.1-18.3 18.1-18.3, 20.3, 18.8.1 19.1-19.3, 20.3, 19.7.1 Practical Issues with Decision Trees[3], Bayesian Classifiers
15 08/02
18.8.1 19.7.1 Nearest Neighbor Classifiers[3]
16 08/04 20.5 18.6.4, 18.7 19.6.4, 21.1 Neural Networks[2], Neuron Architeture[1][4],  Backpropogation Learning[3]

08/09


Exam 2 Material Review, Q & A session

08/12


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)

Schedule Changes

Any Schedule changes will be listed here.