|
# |
DOW |
Date |
Topic |
Read Before Class
|
notes |
Homework |
Comments |
| 1 |
Wed |
8/26 |
Introduction |
RN1 |
|
|
|
| -- |
Mon |
8/31 |
Agents |
RN2 |
|
|
video: Dennet on AI |
| 2 |
Wed |
9/2 |
Problem solving as search |
RN3 |
|
|
Missionaries and cannibals
Graph traversal algorithms
prolog search |
| 3 |
Mon |
9/7 |
No class |
|
|
|
Labor Day |
| 4 |
Wed |
9/9 |
Uninformed and Informed search |
RN4 |
|
hw1 due |
aima code
wj.py
|
| 5 |
Mon |
9/14 |
Informed search |
RN4 |
|
|
Search
demo
A* algorithm
8 puzzle vizualization |
| 6 |
Wed |
9/16 |
Informed Search
|
RN4 |
|
|
p8.py
Simulated annealing
8 Queens problem
Genetic algorithm
|
| 7 |
Mon |
9/21 |
Constraints |
RN5 |
|
|
CCC site
8 queens CSP
csp.py
CSP
demo
SLS
CSP demo
|
| 8 |
Wed |
9/23 |
Constraints,
Search and games |
RN5
RN6
|
|
|
python-constraints
examples
more examples |
| 9 |
Mon |
9/28 |
Search and games |
|
|
|
Checkers solved
|
| 10 |
Wed |
9/30 |
Search and games
|
|
|
|
U. Alberta Games Group
|
| 11 |
Mon |
10/5 |
Game theory |
RN17.6 |
|
|
Video Games and AI
game theory
PD
demo, PD lessona
Prisoner's Dilema
Chicken
|
| 12 |
Wed |
10/7 |
Logic intro for KR |
RN7 |
|
HW2 due Friday Monday |
neats vs scruffies
Knowledge Base
Wason selection task
It, New Yorker, 1952
Hunt the Wumpus
|
| 13 |
Mon |
10/12 |
Propositional logic |
RN7 |
|
|
|
| 14 |
Wed |
10/14 |
FOL |
RN8 |
|
|
|
| 15 |
Mon |
10/19 |
Reasoning |
RN7 |
|
|
|
| 16 |
Wed |
10/21 |
Reasoning |
RN8 |
|
|
|
| 17 |
Mon |
10/26 |
MIDTERM EXAM |
RN1-7, 17.6 |
|
|
|
| 18 |
Wed |
10/28 |
Reasoning
|
RN8 |
|
|
non-monotonic logic |
| 19 |
Mon |
11/2 |
Rule-based system, KR |
RN9, RN12 |
|
|
|
| 20 |
Wed |
11/4 |
Planning |
RN10 |
|
|
|
| 21 |
Mon |
11/9 |
Planning |
RN10 |
|
|
|
| 22 |
Wed |
11/11 |
Planning |
RN11 |
|
|
|
| 24 |
Mon |
11/16 |
Uncertainty |
RN13 |
|
|
|
| 25 |
Wed |
11/18 |
Bayesian reasoning |
RN14 |
|
|
|
| 26 |
Mon |
11/23 |
BBNs |
RN18 RN19 |
|
|
netica
samiam |
| 27 |
Wed |
11/25 |
Learning |
RN20 |
|
|
Unreasonable Effectiveness of Data
|
| 28 |
Mon |
11/30 |
Learning |
RN20 |
|
|
learning
to walk |
| 29 |
Wed |
12/2 |
Learning |
RN21 |
|
|
|
| 30 |
Mon |
12/7 |
final review
agents |
RN 21 |
|
|
anchovies, stampede, boids, CBN applets |
| * |
Fri |
12/11 |
FINAL |
see
above |
see above |
|
1:00-3:00pm in class |
