| Date |
Topic |
Homework |
Material |
| 01/05/22 |
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 |
| 01/10/22 |
Uninformed Search |
Start HW0; aim to finish by 01/17 (not for credit) |
UninformedSearch |
| 01/12/22 |
Uninformed Search Continued |
|
|
| 01/19/22 |
Informed Search |
|
InformedSearch |
| 01/24/22 |
Informed Search (continued) |
Read Chapter 4
HW1 assigned, due 2/3/22 |
|
| 01/26/22 |
Other Search Methods |
Read chapter 6 |
OtherSearch |
| 01/31/22 |
CSPs |
Read chapter 5 |
CSPs |
| 02/02/22 |
Adversarial Search |
Read Chapter 11 |
GameSearch |
| 02/07/22 |
Planning |
HW2 assigned, due 2/17/22
| planning |
| 02/10/22 |
Finish Planning, Start Logic |
Skim chapters 7-10 |
logic |
| 02/14/22 |
Logic and Theorem Proving |
Read chapter 14
Optional: The Cancer Cluster Myth |
|
| 02/16/22 |
Uncertainty |
Ready Chapter 16 |
uncertainty |
| 02/21/22 |
Decision Theory |
Read Chapter 17 (through 17.4) |
Decisions |
| 02/23/22 |
MDPs |
HW3 assigned, due 3/4/22 |
mdps |
| 02/28/22 |
MDPs continued |
Read chapter 22 |
|
| 03/02/22 |
Finish MDPs |
|
MDP-example |
| 03/07/22 |
Spring Break |
|
|
| 03/09/22 |
Spring Break |
|
|
| 03/14/22 |
Reinforcement Learning |
Read chatper 13 |
RL |
| 03/16/22 |
Midterm |
|
|
| 03/21/22 |
Finish Reinforcement Learning |
HW4 assigned, due 3/31 |
|
| 03/23/22 |
Bayesian Networks |
|
bnets |
| 3/28/22 |
Finish Bayes Nets |
Read Chapter 14 |
|
| 3/30/22 |
HMMs |
|
hmms |
| 4/4/22 |
HMMs continues |
|
|
| 4/6/22 |
Particle Filters |
|
pfloc |
| 4/11/22 |
Intro to Machine Learning |
HW5 assigned, due 4/21/22 |
mlintro |
| 4/13/22 |
Machine Learning (continued) |
|
|
| 4/18/22 |
Deep Learning |
|
DeepNetworks |
|
Game Theory |
|
lpandgames |
| 04/26/22 |
Final Exam starting 2:00 PM - 5:00 PM |
|
|