|
Lec. |
Date |
Topic |
Homework |
Readings |
Notes |
| 1 |
Jan 8 |
Introduction |
|
[RN] Chapter 1 |
intro.ps |
| 2 |
Jan 13 |
Search I : Uninformed Search |
|
[RN] Chapter 3
| search.ps |
| 3 |
Jan 15 |
Search II : Alternative Search Techniques |
|
[RN] Chapter 4
| |
| 4 |
Jan 20 |
CSPs |
|
[RN] Chapter 5
| cps.ps |
| 5 |
Jan 22 |
CSPs |
HW1 out |
[RN] Chapter 5
|
|
| 6 |
Jan 27 |
(Snow Day) |
|
[RN] Chapter 5
|
|
| 7 |
Jan 29 |
CSPs |
|
[RN] Chapter 5
|
|
| 8 |
Feb 3 |
Game Playing |
HW1 due: Feb 2 |
[RN] Chapter 6
| games.ps |
| 9 |
Feb 5 |
Game Playing |
HW2 out |
[RN] Chapter 6
| |
| 10 |
Feb 10 |
Logic |
|
[RN] Chapter 7
|
logic.ps |
| 11 |
Feb 12 |
First Order Logic |
HW2 due: Feb 13 |
[RN] Chapter 8 |
fopl.ps
|
| 12 |
Feb 17 |
Inference |
|
[RN] Chapter 9 |
|
| 13 |
Feb 19 |
Prolog |
|
cprolog manual |
prolog
tutorial |
| 14 |
Feb 24 |
Prolog |
|
|
logicprogramming.ps |
| 15 |
Feb 26 |
Classical Planning |
HW3 out |
[RN] Chapter 11
|
|
| 16 |
Mar 2 |
Planning |
|
[RN] Chapter 11
|
|
| 17 |
Mar 4 |
Planning |
HW3 due: Mar 4 |
[RN] Chapter 11
|
|
| |
Mar 9 |
Spring Break |
|
|
|
| |
Mar 11 |
Spring Break |
|
|
|
| 18 |
Mar 16 |
Review |
Othello due March 17 |
|
|
| 19 |
Mar 18 |
Uncertainty |
|
[RN] Chapter 13 |
uncertainty.ps |
| 20 |
Mar 23 |
Midterm I |
|
|
|
| 21 |
Mar 25 |
Uncertainty, Bayes Nets |
|
[RN] Chapter 13 |
|
| 22 |
Mar 30 |
Probabilistic Reasoning Systems |
HW4 out |
[RN] Chapter 14 |
bnets.ps |
| 23 |
Apr 1 |
Probablistic Reasoning Over Time |
|
[RN] Chapter 15 |
|
| 24 |
Apr 6 |
Probablistic Reasoning Over Time |
|
[RN] Chapter 15 |
probReasoning.pdf
|
| 25 |
Apr 8 |
Tracking |
HW4 due |
|
tracking.pdf
|
| 26 |
Apr 13 |
Simple Decisions |
HW5 out |
[RN] Chapter 16 |
decisions2.pdf
|
| 27 |
Apr 15 |
Complex Decisions |
|
[RN] Chapter 17 |
|
| 28 |
Apr 20 |
Learning |
|
[RN] Chapter 18 |
|
| 29 |
Apr 22 |
Reinforcement Learning |
HW5 due |
[RN] Chapter 21 |
|