| L/no |
Date |
Chapters, 2nd Edition |
Chapters, 3rd Edition |
Topic |
| 1 |
06/09 |
1, 2 |
1, 2 |
Course
Details[1] and
Overview[1], Agents[2]
|
| 2 |
06/11 |
3 |
3.1 - 3.4 |
Solving
Problems by Search[2], Notes
on Implementation[1] |
| 3 |
06/16 |
3, 4 |
3.1 - 3.4, 3.5 - 3.6 |
Solving
Problems by Search[2] (Contd.), Informed
Search[2]
|
| 4 |
06/18 |
4, 6 |
3.5 - 3.6, 5 |
Informed
Search[2](Contd), Game
Playing[2]
|
| 5 |
06/23 |
6
|
5
|
Alpha
- Beta Pruning[3], Non - Deterministic
Games |
| 6 |
06/25 |
5
|
6
|
Constraint
Satisfaction Problems[2] |
| 7 |
06/30 |
5, 7 |
6, 7 |
Constraint
Satisfaction Problems[2](Contd),
Knowledge
and Logic
Reasoning[2] |
| 8 |
07/02
|
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
|
| 9 |
07/07 |
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] |
|
07/09 |
|
|
Exam 1 Material Review |
|
07/14 |
|
|
EXAM 1 |
| 10 |
07/16 |
11 |
10 |
Planning (Contd.)
|
| 11 |
07/21 |
12, 13 |
11, 13 |
Conditional
Planning and Replanning[3], Conditional
Planning and Replanning[2], Probablity[2] |
| 12 |
07/23 |
13 |
13 |
Probablity[2], Joint Probablity
Distribution, Prior
and Posterior
Probablites[3] |
| 13 |
07/28 |
14.1 - 14.4 |
14.1 - 14.4 |
Bayesian
Networks[3], Bayesian
Networks[2] |
| 14 |
07/30 |
18.1-18.3 |
18.1-18.3 |
Learning[3],
Learning[2], Decision
Trees[3] |
| 15 |
08/04 |
18.1-18.3 |
18.1-18.3, 20.3, 18.8.1 |
Practical
Issues with Decision Trees[3], Bayesian
Classifiers |
| 16 |
08/06 |
|
20.3, 18.8.1 |
Nearest
Neighbor
Classifiers[3] |
| 17 |
08/11 |
20.5 |
18.6.4, 18.7 |
Neural
Networks[2], Neuron
Architeture[1][4], Backpropogation
Learning[3] |
|
08/13 |
|
|
Exam 2 Material Review,Final Q & A |
|
08/18 |
|
|
EXAM 2 |