| Date |
Topic |
Homework |
Material |
| 01/11/23 |
Introduction |
Read chapters 1 and 3; skim chapter 2
Install Anaconda, and Python 3.6 or 3.7
configure Ed to receive email notifications
| intro |
| 01/18/23 |
Uninformed Search |
HW0 (not for credit), but please give it a
try by 1/23/23 |
UninformedSearch |
| 01/23/23 |
Uninformed Search Continued |
Read Chapter 3 |
(no new slides) |
| 01/25/23 |
Informed Search |
HW1, due 2/6 |
InformedSearch |
| 01/30/23 |
Complete Search, Start Adversarial Search |
HW1 Coding assigned, due 2/9
Read Chapter 5 |
game-search |
| 02/01/23 |
Adversarial Search |
Read Chapter 12 |
(no new slides) |
| 02/6/23 |
Uncertainty |
Read Chapter 16 |
Uncertainty |
| 02/8/23 |
Finish Uncertainty |
Read Chapter 17 |
|
| 02/13/23 |
Decision Theory |
HW2 written assigned, due 02/23
HW2 coding assigned, due 02/27 |
decisions |
| 02/15/23 |
MDPs |
|
MDPs |
| 2/20/23 |
MDPs continued |
|
|
| 2/22/23 |
Finish MDPs |
Read Chapter 21 |
|
| 02/25/23 |
Reinforcement Learning |
|
RL |
| 2/27/23 |
Finish Reinforcement Learning |
Read Chapter 13 |
|
| 3/1/23 |
Start Bayes Nets |
|
bnets |
| 3/6/23 |
Finish Bayes Nets |
|
|
| 03/08/23 |
Midterm |
|
|
| 03/13/23 |
Spring Break |
|
|
| 03/15/23 |
Spring Break |
|
|
| 3/20/23 |
Finish Bayes Nets, Start HMMs |
HW3-written assigned, due (3/30)
Read Chapter 14 |
HMMs |
| 3/22/23 |
HMMs continued |
HW3-coding assigned, due (4/3) |
|
| 3/27/23 |
Finish HMMs continued |
|
|
| 3/29/23 |
Particle Filters |
Read chapter 19 |
pfloc
Particle
Filters in Action |
| 4/3/23 |
Intro to Machine Learning |
HW4-written released 4/4, due 4/13 |
mlintro |
| 4/5/23 |
Machine Learning (continued) |
|
|
| 4/10/23 |
Deep Learning |
Optional reading: Deep
Learning by Goodfellow, Bengio, and Courville |
DeepNetworks |
| 4/12/23 |
(Catch Up) |
|
|
| 4/17/23 |
Regression |
HW4-coding assigned, due 4/26/23 |
Regression |
| 4/19/23 |
Classification |
|
classification |
| 4/24/23 |
Game Theory |
Read chapter 18 |
lpandgames |
| 4/26/23 |
Finish Game Theorem and Wrap Up |
|
|
| 05/02/23 |
Final Exam starting 2:00 PM - 5:00 PM |
|
|