Lectures and Daily Quizzes¶
Every lecture this semester will have a quiz. Quizzes can be done as many times as you wish; only your best score counts. Quizzes are made available at the beginning of lecture, and are due 23 hours later; you need not be present in lecture to take the quiz. If you miss the deadline, you may submit a quiz late, with a penalty of 20%. Late penalties are not waived for injury, illness, travel, or disaster, but your four lowest quiz scores will be dropped.
Readings are from Mackworth & Poole, 3rd edition. Readings are optional; all required material is covered on the slides, quizzes, and MPs.
Week |
Day |
Quiz |
Slides |
Reading |
|---|---|---|---|---|
1 |
W |
21-Jan |
Welcome & Intro |
|
F |
23-Jan |
Random Variables |
||
2 |
M |
26-Jan |
Decision Theory |
|
W |
28-Jan |
Naïve Bayes |
||
F |
30-Jan |
Bayes Networks |
||
3 |
M |
2-Feb |
HMM |
|
W |
4-Feb |
Fairness |
||
F |
6-Feb |
Learning |
||
4 |
M |
9-Feb |
Linear Regression |
|
W |
11-Feb |
Logistic Regression |
||
F |
13-Feb |
word2vec |
||
5 |
M |
16-Feb |
||
W |
18-Feb |
Nonlinear Regression |
||
F |
20-Feb |
Softmax |
||
6 |
M |
23-Feb |
Transformer |
|
W |
25-Feb |
Theorem Proving |
||
F |
27-Feb |
Computer Vision |
||
7 |
M |
2-Mar |
||
W |
4-Mar |
Convolution |
||
F |
6-Mar |
Explainable AI |
||
8 |
M |
9-Mar |
Robotics |
|
W |
11-Mar |
Search |
||
F |
13-Mar |
A* |
||
M |
16-Mar |
Spring Break |
||
W |
18-Mar |
Spring Break |
||
F |
21-Mar |
Spring Break |
||
9 |
M |
23-Mar |
MDP |
|
W |
25-Mar |
Reinforcement Learning |
||
F |
27-Mar |
Q-Learning |
||
10 |
M |
30-Mar |
Policy Learning |
|
W |
1-Apr |
Reward Hacking |
||
F |
3-Apr |
Exam 3 Review |
||
11 |
M |
6-Apr |
||
W |
8-Apr |
Minimax |
||
F |
10-Apr |
Monte Carlo & Expectiminimax |
||
12 |
M |
13-Apr |
Game Theory |
|
W |
15-Apr |
Adversarial Learning |
||
F |
17-Apr |
Mechanism Design |
||
13 |
M |
20-Apr |
||
W |
22-Apr |
Future of Work |
||
F |
24-Apr |
Consciousness |
||
14 |
M |
27-Apr |
TBA |
|
W |
29-Apr |
TBA |
||
F |
1-May |
Exam 5 Review |
||
15 |
M |
4-May |
No Lecture |
|
W |
6-May |
No Lecture |
||
16 |
T |
TBA |