Site menu:
Schedule (Subject to Change)
Wednesday, September 4:
Topic: Introduction
Handouts: Lecture Notes
Readings:
- R and N: Chapters 1 and 2
- P and M: Chapter 1
Monday, September 9:
Topic: Uninformed Search
Handouts: Lecture Notes
Readings:
- R and N:Ch 3.1-3.4
- P and M: Ch 3.1-3.5 and parts of 3.7
Wednesday, September 11:
Topic: Informed Search
Handouts:Lecture Notes
Readings:
- R and N:Ch 3.5-3.6
- P and M: Ch 3.6 and parts of 3.7
Friday, September 13:
Tutorial Topic: Introductory Lecture/Trollys
Readings:
Additional Material:
Monday, September 16:
Topic: Constraint Satisfaction Problems
Handouts: Lecture Notes
Readings:
- R and N: Ch 6
- P and M: Ch 4.1-4.5
Wednesday, September 18:
Topic: Iterative Improvement and Local Search
Handouts:Lecture Notes
Readings:
- R and N:Ch 4.1-4.2
- P and M: Ch 4.8-4.9
Announcement: Assignment 1 out
Monday, September 23:
Topic: Adversarial Search
Handouts:Lecture Notes
Readings:
- R and N: Ch 5
- P and M: Ch 10.3
Wednesday, September 25:
Topic: Adversarial Search
Handouts: Lecture Notes
Readings:
- R and N:Ch Ch 5
- P and M: Ch 10.3
Friday, September 27:
Tutorial Topic: What Should We Build?
Readings:
Monday, September 30:
Topic: Machine Learning
Handouts: Lecture Notes
Readings:
- R and N: Ch 18.1-18.4, 18.7
- P and M: Ch 7.1-7.4
Wednesday, October 2:
Topic: Machine Learning
Handouts: Lecture Notes
Readings:
- R and N: Ch 18.1-18.4, 18.7
- P and M: Ch 7.1-7.4
Announcement:
- Assignment 2 out.
- Assignment 1 due.
Friday, October 4:
Announcement: We will be holding make-up tutorials for the 9:30 and 10:30 sections only. The material covered will be the same material that was covered in the tutorials held on Friday, September 27th. There is no need for a student to attend both days. Note that this is being done so that students who wish to attend the Climate Strike on Friday, September 27th are able to. Since the 8:30 tutorial section did not conflict with the timing of the Climate Strike, we are not running an extra make-up session. Note also, that the tutorial assignment deadline will remain unchanged.
Monday, October 7:
Topic: Machine Learning
Handouts: Lecture Notes
Readings:
- R and N: 18.7
- P and M: 7.5
Announcement: Tutorial Assignment 1 due.
Wednesday, October 9:
Topic: Machine Learning
Handouts: Lecture Notes
Readings:
- R and N: 18.7
- P and M: 7.5
Friday, October 11:
Tutorial Topic: Algorithmic Bias
Readings:
Monday, October 21:
Topic: Reasoning Under Uncertainty/Bayes Nets
Handouts: Lecture Notes
Readings:
- R and N: Ch 14.1-14.3
- P and M: Ch 8.1-8.4
Announcement: Tutorial Assignment 2 due.
Wednesday, October 23:
Topic: Bayes Nets
Handouts: Lecture Notes
Readings:
- R and N: Ch 14.4
- P and M: Ch 8.4
Monday, October 28:
Topic: Hidden Marvov Models
Handouts: Lecture Notes
Readings:
- R and N: Ch 15.1-15.3, 15.5
- P and M: Ch 8.5
Wednesday, October 30:
Topic: Statistical Learning
Handouts:Lecture Notes
Readings:
- R and N: Ch 20.3
- P and M: Ch 10
Friday, November 1:
Tutorial Topic: Training Ethical AI
Readings:
Announcement: Project Proposal Due.
Monday, November 4:
Topic: Statistical Learning
Handouts:Lecture Notes
Readings:
- R and N: Ch 20.3
- P and M: Ch 10
Wednesday, November 6:
Topic: MDPs
Handouts: Lecture Notes
Readings:
- R and N: Ch 17.1-17.4
- P and M: Ch 9.5
Announcement:
- Assignment 3 out.
- Assignment 2 due.
Monday, November 11:
Topic: MDPs
Handouts: Lecture Notes
Readings:
- R and N: CH 17.1-17.4
- P and M: Ch 9.5
Wednesday, November 13:
Topic: Bandits
Handouts: Lecture Notes
Readings:
- R and N: Ch 21.1-21.3
- P and M: Ch 12
Friday, November 15:
Tutorial Topic: Responsibility and Liability
Readings:
Monday, November 18:
Topic: Reinforcement Learning
Handouts: Lecture Notes
Readings:
- R and N: Ch 21.1-21.3
- P and M: Ch 12
Wednesday, November 20:
Topic: Reinforcement Learning
Handouts:Lecture Notes
Readings:
- R and N: Ch 21.1-21.3
- P and M: Ch 12
Announcement:
- Assignment 4 out.
- Assignment 3 due.
Monday, November 25:
Topic: Multiagent Systems
Handouts: Lecture Notes
Readings:
- R and N: Ch 17.5-17.6
- P and M: Ch 11
Announcement: Tutorial Assignment 3 due.
Wednesday, November 27:
Topic: Multiagent Systems
Handouts: Lecture Notes
Readings:
- R and N: Ch 17.5-17.6
- P and M: Ch 11
Friday, November 29:
Tutorial Topic: TBD
Readings:
Monday, December 2:
Topic: Last Class
Handouts:
Readings:
Announcement: Assignment 4 due.