| # |
Dates |
Topic |
Assignment |
| 1 |
W 01/17/07 |
Introduction |
|
| 2 |
F 01/19/07 |
MATLAB
LaTeX
Prosper
|
Read the Classics |
Submissions |
| 3 |
M 01/22/07 |
Uninformed Search |
|
| 4 |
W 01/24/07 |
Heuristic Search |
|
|
| 5 |
F 01/26/07 |
Local Search |
|
| 6 |
M 01/29/07 |
Constraint Satisfaction |
|
| 7 |
W 01/31/07 |
Adversarial Search |
|
| 8 |
F 02/02/07 |
Computational Game Theory |
Reversi by Searching |
Submissions |
| 9 |
M 02/05/07 |
Minds
Brains
Programs |
|
| 10 |
W 02/07/07 |
Vision
Cognition
|
|
| 11 |
F 02/09/07 |
Human
Robot
Intelligence
|
|
| 12 |
M 02/12/07 |
Review of MATLAB |
|
| 13 |
W 02/14/07 |
Knowledge Base and Inference Engine |
|
| 14 |
F 02/16/07 |
Propositional Logic |
|
| 15 |
M 02/19/07 |
First-Order Logic |
|
| 16 |
W 02/21/07 |
Inference in First-Order Logic |
|
| 17 |
F 02/23/07 |
Inference in First-Order Logic |
|
| 18 |
M 02/26/07 |
Review of Logics |
Inference by Logic |
Submissions
|
| 19 |
W 02/28/07 |
Planning |
|
| 20 |
F 03/02/07 |
Planning and Acting |
|
|
M 03/05/07
W 03/07/07
F 03/09/07
|
Spring Vacation |
|
| 21 |
M 03/12/07 |
Uncertainty |
|
| 22 |
W 03/14/07 |
Bayesian Networks |
|
| 23 |
F 03/16/07 |
Exact Bayesian Inference |
|
| 24 |
M 03/19/07 |
Approximate Bayesian Inference |
Inference by Probability |
Submissions
|
| 25 |
W 03/21/07 |
Markov Chains |
|
| 26 |
F 03/23/07 |
Markov Chains |
|
| 27 |
M 03/26/07 |
Feedback on Homework |
|
| 28 |
W 03/28/07 |
Feedback on Homework |
|
| 29 |
F 03/30/07 |
Hidden Markov Models |
|
| 30 |
M 04/02/07 |
Hidden Markov Models |
|
| 31 |
W 04/04/07 |
Kalman Filtering |
|
|
F 04/06/07
M 04/09/07
|
Easter Weekend |
|
| 32 |
W 04/11/07 |
Particle Filtering |
|
| 33 |
F 04/13/07 |
Speech Recognition |
|
| 34 |
M 04/16/07 |
Patriot's Day |
Inference Over Time |
Submissions
|
| 35 |
W 04/18/07 |
K-Nearest Neighbours |
|
| 36 |
F 04/20/07 |
Probability Density Estimation |
|
| 37 |
M 04/23/07 |
Support Vector Machine |
|
| 38 |
W 04/25/07 |
K-Means |
|
| 39 |
F 04/27/07 |
Expectation Maximization |
Data Classification |
Submissions
|
| 40 |
M 04/30/07 |
Reinforcement Learning |
|
| 41 |
W 05/02/07 |
Review |
Final Exam |
Answers
|
