L/no |
Date |
Chapters,
2nd Edition |
Chapters,
3rd Edition |
Chapters,
4th Edition |
Topic |
1 |
7/10
|
1, 2 |
1, 2 |
1, 2 |
Course
Details[1] and
Overview[1], Agents[2]
|
2 |
7/11
|
3 |
3.1 - 3.4 |
3.1 - 3.4 |
Solving
Problems by Search[2] |
3
|
7/12
|
4, 6 |
3.5 -
3.6, 5 |
3.5 -
3.6, 5 |
Informed
Search[2], Game
Playing[2] |
4 |
7/13
|
6 |
5 |
5 |
Alpha
- Beta Pruning[3], Non - Deterministic
Games |
5 |
7/17
|
5 |
6 |
6 |
Constraint
Satisfaction Problems[2] |
6 |
7/18
|
7 |
7 |
7 |
Knowledge
and Logic
Reasoning[2], Inference by
Enumeration |
7 |
7/19
|
7 |
7 |
7 |
Forward
and Backward
Chaining, Resolution |
8 |
7/20
|
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[3], Unification
& Inference in FOL[2] |
9 |
7/24
|
11
|
10
|
11
|
Planning[3],
Planning[2]
|
10
|
7/25
|
12
|
11
|
11
|
Conditional
Planning and Replanning[3], Conditional
Planning and Replanning[2], Exam 1 Review |
|
7/26
|
|
|
|
EXAM
1 |
11 |
7/27
|
13 |
13 |
12 |
EXAM 1
Discussion, Project Discussion, Probablity[2]
|
12 |
7/31
|
13 |
13 |
12 |
Joint
Probablity Distribution, Prior
and Posterior
Probablites[3] |
13 |
8/1
|
14.1 -
14.4 |
14.1 -
14.4 |
13.1 -
13.4 |
Bayesian
Networks[3], Bayesian
Networks[2] |
14 |
8/2
|
18.1-18.3 |
18.1-18.3 |
19.1-18.3 |
Learning[3],
Learning[2],
Decision
Trees[3] |
15 |
8/3
|
18.1-18.3 |
18.1-18.3 |
19.1-19.3 |
Practical
Issues with Decision Trees[3] |
16
|
8/7
|
|
20.3 |
20.3 |
Bayesian
Classifiers[3] |
17
|
8/8
|
|
18.8.1 |
19.7.1 |
Probabilty
Estimations, Nearest
Neighbor
Classifiers[3] |
18 |
8/9
|
20.5 |
18.6.4,
18.7 |
19.6.4, 21.1 |
Neural
Networks[2], Neuron
Architeture[1][4], Backpropogation
Learning[3], Exam 2 Review |
|
8/10
|
|
|
|
EXAM 2
|