Schedule (Subject to Change)
Notice
We will be holding special office hours at the following times
- Tuesday, December 3, 10-11 in DC 2306C (Hadi)
- Wednesday, December 4, 10-11 in DC 2509 (Arthur)
- Thursday, December 5, 9-10 in DC 2306C (Milad)
- Thursday, December 5, 1-2 in DC 2518 (Kate)
- Friday, December 6, 9:30-10:30 in DC 2518 (Kate)
- Monday, December 9, 3:00-4:30 in DC 2518 (Kate)
Tuesday, September 10:
Topic: Introduction
Handouts: Lecture Notes
Readings:
- R and N: Chapters 1 and 2
- P and M: Chapter 1
Thursday, September 12:
Topic: Solving Problems with 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
Tuesday, September 17:
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
Announcement: Assignment 1 has been posted on Learn.
Thursday, September 19:
Topic: Local Search
Handouts: Lecture Notes
Readings:
- R and N: Ch 4.1-4.2
- P and M: Ch 4.8-4.9
Tuesday, September 24:
Topic: Constraint Satisfaction Problems
Handouts: Lecture Notes
Readings:
- R and N: Ch 6
- P and M: Ch 4.1-4.5
Thursday, September 26:
Topic: Adversarial Search
Handouts: Lecture Notes
Readings:
- R and N: Ch 5
- P and M: Ch 10.3
Friday, September 27:
Announcement: Assignment 1 due
Tuesday, October 1:
Topic: Knowledge Representation and Logic
Handouts:
Readings:
- R and N: Ch 7.1-7.5, Ch 8, Ch 9
- P and M: Ch 5
Thursday, October 3:
Topic: Knowledge Representation
Handouts:
Readings:
- See readings for October 1
Announcement: Assignment 2 has been posted on Learn.
Tuesday, October 8:
Topic: Uncertainty
Handouts:
Readings:
- R and N: Ch 13.1-13.5
- P and M: Ch 6.1-6.2
Thursday, October 10:
Tuesday, October 15:
Topic: Bayes Nets
Handouts:
Readings:
- R and N: Ch 14.1-14.3
- P and M:Ch 6.1-6.4
Thursday, October 17:
Topic: Bayes Nets
Handouts:
Readings:
- R and N: Ch 14.4
- P and M: Ch 6.4
Announcements:
- Assignment 2 due.
- Assignment 3 out.
Tuesday, October 22:
Topic: Hidden Markov Models and Reasoning Over Time
Handouts:
Readings:
- R and N: Ch 15.1-15.3, 15.5
- P and M: Ch 6.5
Thursday, October 24:
Topic: Decision Making
Handouts:
Readings:
- R and N: Ch 16.1-16.4
- P and M: Ch 9.1-9.2
Tuesday, October 29:
Topic: Decision Networks
Handouts:
Readings:
- R and N: Ch 16.5-16.6
- P and M: Ch 9.2-9.4
Announcements: Project Proposals Due
Thursday, October 31:
Topic: Markov Decision Processes
Handouts:
Readings:
- R and N: Ch 17.1-17.4
- P and M: Ch 9.5
Tuesday, November 5:
Topic: Reinforcement Learning
Handouts:
Readings:
Announcements:
Thursday, November 7:
Topic: Decision Making in Multiagent Systems
Handouts:
Readings:
- R and N: Ch 17.5-17.6
- P and M: Ch 10
Tuesday, November 12:
Topic: Machine Learning
Handouts:
Readings:
- R and N: Ch 18.1-18.4
- P and M: Ch 7.1-7.3.1
Announcement:
Thursday, November 14:
Topic: Machine Learning
Handouts:
Readings:
- R and N: Ch 18.10, 20.1-20.2
- P and M: Ch 7.4.2, 7.8
Tuesday, November 19:
Topic: Machine Learning
Handouts:
Readings:
- R and N: Ch 20.3
- P and M: Ch 11.1-11.2
Thursday, November 21:
Topic: Machine Learning
Handouts:
Readings:
- R and N: Ch 18.5
- P and M: Ch 7.7.2
Tuesday, November 26:
Topic: Current Resarch in AI
Handouts:
Readings:
Announcement:
Thursday, November 28:
Topic: Summary and Review
Handouts:
Readings:
Tuesday, December 10 (7:30-10:00pm in MC2017 and MC 2054):