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Schedule (Subject to Change)
Monday, September 11:
Topic: Introduction
Handouts: Lecture Notes
Readings:
- R and N: Chapters 1 and 2
- P and M: Chapter 1
Wednesday, September 13:
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
Monday, September 18:
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
Wednesday, September 20:
Topic: Constraint Satisfaction Problems
Handouts: Lecture Notes
Readings:
- R and N: Ch 6
- P and M: Ch 4.1-4.5
Announcement: Assignment 1 out.
Monday, September 25:
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
Wednesday, September 27:
Topic: Adversarial Search
Handouts: Lecture Notes
Readings:
- R and N: Ch 5
- P and M: Ch 10.3
Monday, October 2:
Topic: Adversarial Search and Decision Making
Handouts: Lecture Notes
Readings:
- R and N:Ch 16.1-16.4
- P and M: Ch 9.1-9.2
Wednesday, October 4:
Topic: Markov Decision Processes
Handouts: Lecture Notes
Readings:
- R and N: Ch 17.1-17.4
- P and M: Ch 9.5
Announcement: Assignment 1 due. Assignment 2 out.
Friday, October 13:
Topic: MDPs/Reinforcement Learning
Handouts: Lecture Notes
Readings:
- R and N: Ch 17.1-17.4
- P and M: CH 9.5
Monday, October 16:
Topic: Reinforcement Learning
Handouts: Lecture Notes
Readings:
- R and N: Ch 21.1-21.3
- P and M: Ch 12
Wednesday, October 18:
Topic: Probability
Handouts: Lecture Notes
Readings:
- R and N: Ch 13.1-13.5
- P and M: Ch 8.1-8.2
Announcements: Midterm Exam
Monday, October 23:
Topic: Bayes Nets
Handouts: Lecture Notes
Readings:
- R and N: Ch 14.1-14.3
- P and M: Ch 8.1-8.4
Tuesday, October 24:
Announcement: Assignment 2 due. Assignment 3 out.
Wednesday, October 25:
Topic: Bayes Nets
Handouts: Lecture Notes
Readings:
- R and N: Ch 14.4
- P and M: Ch 8.4
Monday, October 30:
Topic: Hidden Markov Models
Handouts: Lecture Notes
Readings:
- R and N: CH 15.1-15.3, 15.5
- P and M: Ch 8.5
Wednesday, November 1:
Topic: Decision Networks/Value of Information
Handouts: Lecture Notes
Readings:
- P and N: CH 16.5-16.6
- P and M: Ch 9.3-9.4
Monday, November 6:
Topic: Multiagent Systems
Handouts: Lecture Notes
Readings:
- R and N: Ch 17.5-17.6
- P and M: Ch 11
Wednesday, November 8:
Topic: Multiagent Systems
Handouts: Lecture Notes
Readings:
- R and N: Ch 17.5-17.6
- P and M: Ch 11
Announcement: Assignment 3 due. Assignment 4 out.
Monday, November 13:
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, November 15:
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
Monday, November 20:
Topic: Machine Learning
Handouts: Lecture Notes
Readings:
- R and N: Ch 18.7
- P and M: Ch 7.5
Announcements: Assignment 4 due. Assignment 5 out.
Wednesday, November 22:
Topic: Machine Learning
Handouts: Lecture Notes
Readings:
- R and N: CH 18.7
- P and M: CH 7.5
Monday, November 27:
Topic: Machine Learning
Handouts: Lecture Notes
Readings:
- R and N: Ch 20.3
- P and M: Ch 10
Wednesday, November 29:
Topic: Machine Learning
Handouts: Lecture Notes
Readings:
- R and N: Ch 20.3
- P and M: Ch 10
Monday, December 4:
Topic: Final Class
Handouts: Lecture Notes
Readings:
Announcements: Assignment 5 due