| Week |
Date |
Topic |
Reading |
Assigned |
| 1 |
1/16 |
MLK Jr. Day
| -- |
-- |
| |
1/18 |
Introduction to AI |
Skim 1, 2.1-2.2 |
HW1 due 1/20 |
| |
1/20 |
Rational Agents and Uninformed Search |
3.1-3.4 |
-- |
| 2 |
1/23 |
Uninformed Search |
3.1-3.4 |
-- |
| |
1/25 |
Informed Search and Heurisics |
3.5-3.6 |
-- |
| |
1/27 |
Heuristics |
3.5-3.6 |
HW2 due 2/8 |
| 3 |
1/30 |
Local Search [demo] |
4.1-4.2 |
-- |
| |
2/1 |
Local Search |
4.1-4.2 |
-- |
| |
2/3 |
Local Search |
4.1-4.2 |
-- |
| 4 |
2/6 |
Adversarial Games |
5.1-5.4 |
-- |
| |
2/8 |
Adversarial Games |
5.1-5.4 |
-- |
| |
2/10 |
Adversarial Games |
5.1-5.4 |
HW3 due 2/22 |
| 5 |
2/13 |
Adversarial Games / CSPs |
6.1-6.3 |
-- |
| |
2/15 |
Constraint Satisfaction Problems (CSPs) |
6.1-6.3 |
-- |
| |
2/17 |
Constraint Satisfaction Problems (CSPs) |
6.1-6.3 |
-- |
| 6 |
2/20 |
Probability, Inference |
(Skim 13.1) 13.2-13.5 |
-- |
| |
2/22 |
Independence and Bayesian Networks |
14.1-14.2 |
HW4 due 3/8 |
| |
2/24 |
Bayesian Networks |
14.1-14.2 |
-- |
| 7 |
2/27 |
Bayesian Networks |
14.1-14.2 |
-- |
| |
3/1 |
Bayesian Networks |
14.1-14.2 |
-- |
| |
3/3 |
Inference in Bayesian Networks |
14.4-14.5 |
-- |
| 8 |
3/6 |
Inference in Bayesian Networks |
14.4-14.5 |
-- |
| |
3/8 |
Inference in Bayesian Networks |
14.4-14.5 |
-- |
| |
3/10 |
Exam |
-- |
-- |
| 9 |
3/13 |
Spring Break |
-- |
-- |
| |
3/15 |
Spring Break |
-- |
-- |
| |
3/17 |
Spring Break |
-- |
-- |
| 10 |
3/20 |
Hidden Markov Models |
15.1-15.3 |
-- |
| |
3/22 |
Hidden Markov Models |
15.1-15.3 |
-- |
| |
3/24 |
No classes! Inauguration Day |
15.1-15.3 |
-- |
| 11 |
3/27 |
Hidden Markov Models |
15.1-15.3 |
-- |
| |
3/29 |
HMMs, Intro. to Supervised Learning |
18.2 |
HW5, Project Proposals |
| |
3/31 |
Decision Trees |
18.3 |
-- |
| 12 |
4/3 |
Decision Trees |
18.3 |
-- |
| |
4/5 |
Neural Networks |
18.7 |
-- |
| |
4/7 |
Neural Networks |
18.7 |
-- |
| 13 |
4/10 |
Neural Networks |
18.7 |
-- |
| |
4/12 |
Support Vector Machines |
18.9 |
-- |
| |
4/14 |
Support Vector Machines |
18.9 |
-- |
| 14 |
4/17 |
SVMs/Putting it all together |
18.4, 18.10-18.11 |
-- |
| |
4/19 |
Putting it all together |
18.4, 18.10-18.11 |
-- |
| |
4/21 |
Exam |
-- |
-- |
| 15 |
4/24 |
Work on final projects |
-- |
-- |
| |
4/26 |
Work on final projects |
-- |
-- |
| |
4/28 |
In-class Project Updates |
-- |
-- |
| 16 |
5/1 |
In-class Project Updates |
-- |
-- |
| |
5/3 |
AI: Philosophy and Ethics |
-- |
-- |
| |
5/5 |
Reading Period |
-- |
-- |
