|
Mon
|
Topic
|
HW & Reading
|
Wed
|
Topic
|
HW & Reading
|
|
|
9/1
|
Introduction |
Chp 1,10 | ||
|
9/6
|
Labor Day (no class) |
9/8
|
Representation and rule-based systems |
Chp 10 | |
|
9/13
|
Logic and inference |
Chp 7 |
9/15
|
Propositional logic |
|
|
9/20
|
Propositional & first-order logic |
Chp 7, 8 |
9/22
|
First-order logic |
Chp 8, 9 |
|
9/27
|
First-order logic | HW
1 |
9/29
|
Heuristic search | Chp 3, 4; |
|
10/4
|
Heuristic search |
10/6
|
Heuristic search | HW
1 due |
|
|
10/11
|
Heuristic search |
10/13
|
Local search and simulated annealing |
|
|
|
10/18
|
Genetic algorithms |
10/20
|
Constraint satisfaction problems | handout porject; Chp 5, HW 2 |
|
|
10/25
|
Adversarial search |
10/27
|
Adversarial search, Ants Colony Systems |
||
|
11/1
|
Planning | Reading Chp 11 |
11/3
|
Planning | HW 2 due |
|
11/8
|
Planning |
HW 3 |
11/10
|
Planning, Uncertainty |
|
|
11/15
|
Statistical inference |
11/17
|
Bayesian networks |
HW 3 due |
|
|
11/22
|
Bayesian networks | HW 4 |
11/24
|
Thanksgiving (no class) |
|
|
11/29
|
Decision tree learning/Classification |
12/1
|
Statistical learning |
HW 4 due | |
|
12/6
|
Statistical learning; clustering |
HW 5 |
12/8
|
Clustering review of AI, other topics |
|
|
12/13
|
HW
5 due |
12/15
|
Project due: report and programs |