| L/no |
Date |
Chapters, 2nd Edition |
Chapters, 3rd Edition |
Topic |
| 1 |
6/4 |
1, 2 |
1, 2 |
Course
Details[1] and
Overview[1], Agents[2]
|
| 2 |
6/6 |
3 |
3.1 - 3.4 |
Solving
Problems by Search[2], Notes
on Implementation[1] |
| 3 |
6/11 |
3, 4 |
3.1 - 3.4, 3.5 - 3.6 |
Solving
Problems by Search[2] (Contd.), Informed
Search[2]
|
| 4 |
6/13 |
4, 6 |
3.5 - 3.6, 5 |
Informed
Search[2](Contd), Game
Playing[2]
|
| 5 |
6/18 |
6, 5 |
5, 6 |
Alpha
- Beta Pruning[3], Non - Deterministic
Games, Constraint
Satisfaction Problems[2] |
| 6 |
6/20 |
5, 7 |
6, 7 |
Constraint
Satisfaction Problems[2](Contd),
Knowledge
and Logic
Reasoning[2] |
| 7 |
6/25 |
7,8.1-8.3,
9.1.2, 9.2 |
7,8.1-8.3,
9.1.2, 9.2 |
Inference
by Enumeration[2],
FC/BC, First Order
Logic
|
| 8 |
6/27 |
8.1-8.3,
9.1.2, 9.2, 11 |
8.1-8.3,
9.1.2, 9.2, 10 |
First Order Logic (Contd.), (Addl Material: Unification
& FC/BC[2]), Planning[3],
Planning[2] |
| 9 |
7/2 |
11 |
10 |
Exam 1 Material Review, Planning (Contd.) |
|
7/4 |
|
|
INDEPENDENCE DAY - NO CLASS |
|
7/9 |
|
|
EXAM 1 |
| 10 |
7/11 |
11 |
10 |
Exam 1 Discussion, Planning (Contd.)
|
| 11 |
7/16 |
12, 13 |
11, 13 |
Conditional
Planning and Replanning[3], Conditional
Planning and Replanning[2], Probablity[2] |
| 12 |
7/18 |
13 |
13 |
Probablity[2], Joint Probablity
Distribution, Prior
and Posterior
Probablites[3] |
| 13 |
7/23 |
14.1 - 14.4 |
14.1 - 14.4 |
Bayesian
Networks[3], Bayesian
Networks[2] |
| 14 |
7/25 |
18.1-18.3 |
18.1-18.3 |
Learning[3],
Learning[2], Decision
Trees[3] |
| 15 |
7/30 |
18.1-18.3 |
18.1-18.3, 20.3, 18.8.1 |
Practical
Issues with Decision Trees[3], Bayesian
Classifiers |
| 16 |
8/1 |
|
20.3, 18.8.1 |
Nearest
Neighbor
Classifiers[3] |
| 17 |
8/6 |
20.5 |
18.6.4, 18.7 |
Neural
Networks[2], Neuron
Architeture[1][4], Backpropogation
Learning[3] |
| 18 |
8/8 |
20.5 |
18.6.4, 18.7 |
Exam 2 Material Review, Backpropogation Learning, Final Q & A |
|
8/13 |
|
|
EXAM 2 |