L/no |
Date |
Chapters, 2nd Edition |
Chapters, 3rd Edition |
Topic |
1 |
01/14 |
1, 2 |
1, 2 |
Course
Details[1] and
Overview[1], Agents[2]
|
2 |
01/16 |
3 |
3.1 - 3.4 |
Solving
Problems by Search[2] |
|
01/21 |
|
|
MARTIN
LUTHER KING DAY - NO CLASS |
3 |
01/23 |
4 |
3.5 - 3.6 |
Notes
on Implementation[1], Informed
Search[2] |
4 |
01/28 |
6 |
5 |
Game
Playing[2]
|
5 |
01/30 |
6 |
5 |
Alpha
- Beta Pruning[3], Non - Deterministic
Games
|
6 |
02/04 |
5 |
6
|
Constraint
Satisfaction Problems[2]
|
7 |
02/06 |
7 |
7 |
Knowledge
and Logic
Reasoning[2]
|
8 |
02/11 |
|
|
Exam 1 Review |
|
02/13 |
|
|
EXAM
1 |
9 |
02/18 |
7 |
7 |
Exam 1 Discussion, Inference by Enumeration |
10 |
02/20 |
7 |
7 |
Forward and Backward
Chaining, Resolution |
11 |
02/25 |
8.1-8.3,
9.1.2, 9.2 |
8.1-8.3,
9.1.2, 9.2 |
First Order
Logic[3], Unification
& FC/BC[2] |
12 |
02/27 |
11 |
10 |
Planning[3],
Planning[2]
|
13 |
03/04 |
11 |
10 |
Planning (Contd.) |
14 |
03/06 |
12 | 11 | Conditional
Planning and Replanning[3], Conditional
Planning and Replanning[2] |
|
03/11 |
|
|
SPRING BREAK - NO CLASS |
| 03/13 | | | SPRING BREAK - NO CLASS |
15 | 03/18 | 13 | 13 | Probablity[2] |
16 | 03/20 | | | Exan 2 Review |
| 03/25 | | | EXAM
2 |
17 | 03/27 | 13 | 13 | Exam 2 Discussion,, Joint Probablity Distribution |
18 | 04/01 | 13 | 13 | Prior
and Posterior
Probablites[3] |
19 | 04/03 | 14.1 - 14.4 | 14.1 - 14.4 | Bayesian
Networks[3], Bayesian
Networks[2]
|
20 | 04/08 | 18.1-18.3 | 18.1-18.3 | Learning[3],
Learning[2] |
21 | 04/10 | 18.1-18.3 | 18.1-18.3 | Decision
Trees[3] |
22 | 04/15 | 18.1-18.3 | 18.1-18.3 | Practical
Issues with Decision Trees[3] |
23 |
04/17 |
| 20.3 | Bayesian
Classifiers[3] |
24 |
04/22 |
| 18.8.1 | Probabilty
Estimations, Nearest
Neighbor
Classifiers[3] |
25 |
04/24 |
20.5 | 18.6.4, 18.7 | Neural
Networks[2], Neuron
Architeture[1][4], Backpropogation
Learning[3] |
26 |
04/29 |
20.5 | 18.6.4, 18.7 | Backpropogation Learning, Introduction to
Deep Learning
|
27 |
05/01 | | | Exam 3 Review, Final Q & A |
|
05/08 | | | EXAM 3 - CSE 5360 001, 002 |
| 05/10 | | | EXAM 3 - CSE 4308 001 |