| Date |
Topic |
Reading |
Due |
| 1/22 |
Introduction to AI |
AIMA 1, 2 |
|
| 1/28 |
Problem solving/simple search |
AIMA 3 |
|
| 1/30 |
Informed search |
AIMA 4.1-4.2 |
A1 |
| 2/4 |
Game-playing I |
AIMA 6.1-6.3 |
|
| 2/6 |
Game-playing II |
AIMA 6.4-6.6 |
|
| 2/11 |
Local search |
AIMA 4.3 |
|
| 2/13 |
Constraint Satisfaction |
AIMA 5 |
|
| 2/18 |
CS 2, Uncertainty/Probability |
AIMA 13 |
|
| 2/20 |
Probability and Bayes Nets |
AIMA 14.1-14.2 |
A2 |
| 2/25 |
Bayes Nets and Inference
|
AIMA 14.4 |
|
| 2/27 |
Exact Inference in BNs II |
|
A3a |
| 3/3 |
Approximate Inference in BNs |
AIMA 14.5-14.6 |
|
| 3/5 |
Mancala tournament and Bayes net applications
|
|
A3 |
| 3/10 |
Hidden Markov Models |
AIMA 15.1-15.3 |
|
| 3/12 |
QUIZ I |
|
|
| SPRING BREAK |
| 3/24 |
Inference in HMMs |
AIMA 15.5 |
|
| 3/26 |
More Inference in HMMs, Speech Recognition |
AIMA 15.6
|
|
| 3/31 |
SR/Information Retrieval |
|
|
| 4/2 |
Intro to Machine Learning |
AIMA 18 |
A4 |
| 4/7 |
ML in HMMs and BNs |
AIMA 20.1-20.2 |
|
| 4/9 |
Expectation Maximization |
AIMA 20.3 |
P-proposal (Friday) |
| 4/14 |
Utility Theory and Decision Networks |
AIMA 16 |
|
| 4/16 |
Complex Decisions |
AIMA 17.1-17.5 |
|
| 4/21 |
QUIZ II |
|
|
| 4/23 |
Game Theory |
AIMA 17.6-17.7 |
|
| 4/28 |
Philosophical and Ethical Issues in AI |
AIMA 26.1-26.4 |
P-draft |
| 4/30 |
Paper presentations |
|
P-presentation |
| 5/4 |
|
|
P-reviews
|
| TBA |
Final Exam slot (no exam) |
|
P-final |