L/no |
Date |
Chapters,
2nd Edition |
Chapters,
3rd Edition |
Chapters,
4th Edition |
Topic |
1 |
1/19
|
1 |
1 |
1 |
Course
Details[1] and
Overview[1] |
2 |
1/24
|
2, 3 |
2, 3.1 -
3.4 |
2, 3.1 -
3.4 |
Agents[2],
Solving
Problems by Search[2] |
3 |
1/36
|
4 |
3.5 - 3.6 |
3.5 - 3.6 |
Informed
Search[2] |
4 |
1/31
|
4 |
3.5 - 3.6 |
3.5 - 3.6
|
Search
(contd.), Notes
on Implementation[1] |
5 |
2/02
|
6 |
5 |
5
|
Game
Playing[2], Alpha
- Beta Pruning[3]
|
6 |
2/07
|
6, 5 |
5, 6
|
5, 6
|
Non -
Deterministic
Games, Constraint
Satisfaction Problems[2] |
7 |
2/09
|
5 |
6 |
6
|
CSP
(contd.) |
8
|
2/14
|
7
|
7
|
7
|
Knowledge
and Logic
Reasoning[2], Inference by Enumeration |
|
2/16
|
|
|
|
Exam
1 Review, Q & A
|
|
2/21
|
|
|
|
EXAM 1
|
9
|
2/23
|
7
|
7
|
7
|
Forward
and Backward
Chaining, Resolution |
10 |
2/28
|
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 |
3/02
|
11 |
10 |
11
|
Planning[3],
Planning[2]
|
12 |
3/07
|
12 |
11 |
11
|
Conditional
Planning and Replanning[3], Conditional
Planning and Replanning[2] |
13 |
3/09
|
13 |
13 |
12
|
Probablity[2] |
|
3/14
|
|
|
|
SPRING VACATION - NO CLASS
|
|
3/16
|
|
|
|
SPRING VACATION - NO CLASS
|
14 |
3/21
|
13 |
13 |
12
|
Joint
Probablity Distribution, Prior
and Posterior
Probablites[3] |
15 |
3/23
|
14.1 -
14.4 |
14.1 -
14.4 |
13.1-13.4 |
Bayesian
Networks[3], Bayesian
Networks[2] |
16
|
3/28
|
14.1 -
14.4 |
14.1 -
14.4 |
13.1-13.4
|
Bayesian
Networks (Contd.) |
|
3/30
|
|
|
|
Exam 2
Review |
|
4/04
|
|
|
|
EXAM 2
|
17
|
4/06
|
18.1-18.3
|
18.1-18.3
|
19.1-19.3
|
Learning[3],
Learning[2] |
18 |
4/11
|
18.1-18.3 |
18.1-18.3 |
19.1-19.3
|
Decision
Trees[3] |
19 |
4/13
|
18.1-18.3 |
18.1-18.3 |
19.1-19.3
|
Practical
Issues with Decision Trees[3] |
20 |
4/18
|
|
20.3 |
20.3 |
Bayesian
Classifiers[3] |
21 |
4/20
|
|
20.3 |
20.3 |
Probabilty
Estimations |
22
|
4/25
|
|
18.8.1 |
19.7.1
|
Nearest
Neighbor
Classifiers[3] |
23
|
4/27
|
20.5 |
18.6.4,
18.7 |
19.6.4,
21.1
|
Neural
Networks[2], Neuron
Architeture[1][4], Backpropogation
Learning[3] |
|
5/02
|
|
|
|
Exam 3
Review, Final Q & A |
|
5/04
|
|
|
|
STUDENT STUDY DAY - NO CLASS
|
|
5/09
|
|
|
|
EXAM 3 - CSE 5360 004 (2:00 PM)
|