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CS 486/686: Intro to Artificial Intelligence
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Schedule (Subject to Change)
Extra Office Hours for the Exam Period:
- Wednesday, April 5 from 1:00pm-2:30pm (DC 2518)
- Thursday, April 6 from 6:00pm-8:00pm (DC 2306)
- Friday, April 7 from 1:00-3:00pm (DC2306C)
- Monday, April 10 from 9:30am-10:30am (DC2306)
- Tuesday, April 11 from 10:00am-11:00am (DC 2518)
- Wednesday, April 12 from 11:00am-1:00pm (DC 2306)
- Wednesday, April 12 from 1:00pm-2:30pm (DC2518)
Wednesday, January 4:
Topic: Introduction
Handouts: Lecture Notes
Readings:
- R and N: Chapters 1 and 2
- P and M: Chapter 1
Monday, January 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, January 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
Announcements: Assignment 1 out.
Monday, January 16:
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.
Wednesday, January 18:
Topic: Local Search
Handouts:Lecture Notes
Readings:
- R and N:Ch 4.1-4.2
- P and M: Ch 4.8-4.9
Monday, January 23:
Topic: Adversarial Search
Handouts: Lecture Notes
Readings:
- R and N: Ch 5
- P and M: Ch 10.3
Wednesday, January 25:
Topic: Decision Making
Handouts: Lecture Notes
Readings:
- R and N: Ch 16.1-16.4
- P and M: Ch 9.1-9.2
Friday, January 27th:
Announcements:
- Assignment 1 due.
- Assignment 2 out.
Monday, January 30 :
Topic: Markov Decision Processes
Handouts: Lecture Notes
Readings:
- R and N:Ch 17.1-17.4
- P and M: Ch 9.5
Wednesday, February 1:
Topic: Markov Decision Processes/ Reinforcement Learning
Handouts: Lecture Notes
Readings:
- R and N:Ch 21.1-Ch 21.3
- P and M:
Monday, February 6:
Topic: Reinforcement Learning
Handouts:
Readings:
- R and N: Ch 21.1-Ch 21.3
- P and M:
Wednesday, February 8:
Topic: Decision Making in Multiagent Systems
Handouts:
Readings:
- R and N: Ch 17.5-17.6
- P and M: Ch 10
Friday, February 10:
Announcement: Assignment 2 due.
Monday, February 13:
Topic: Decision Making in Multiagent Systems
Handouts: Lecture Notes
Readings:
- R and N: Ch 17.5-17.6
- P and M: Ch 10
Annoucement: Assignment 3 out.
Wednesday, February 15:
Topic: Uncertainty
Handouts: Lecture Notes
Readings:
- R and N: Ch 13.1-13.5
- P and M: Ch 6.1-6.2
Thursday, February 16
Announcement: Midterm Exam (7:00pm-8:50pm in AHS 1689)
Monday, February 20:
Wednesday, February 22:
Monday, February 27:
Topic: Bayes Nets
Handouts: Lecture Notes
Readings:
- R and N: Ch 14.1-14.3
- P and M: Ch 6.1-6.4
Wednesday, March 1:
Topic: Bayes Nets
Handouts: Lecture Notes
Readings:
- R and N: Ch 14.4
- P and M: Ch 6.4
Announcement: Assignment 3 due.
Friday, March 3:
Announcement: Assignment 4 out.
Monday, March 6:
Topic: Hidden Markov Models and Reasoning Over Time
Handouts: Lecture Notes
Readings:
- R and N: Ch 15.1-15.3, 15.5
- P and M: Ch 6.5
Wednesday, March 8:
Topic: Decision Networks
Handouts:Lecture Notes
Readings:
- R and N: Ch 16.5-16.6
- P and M: Ch 9.2-9.4
Monday, March 13:
Topic: Introduction to Machine Learning
Handouts: Lecture Notes
Readings:
- R and N: Ch 18.1-18.4
- P and M: Ch 7.1-7.3.1
Wednesday, March 15:
Topic: Intro to ML
Handouts: See the handout from March 13.
Readings:
- R and N: Ch 18.7
- P and M: Ch 7.4.1
Friday, March 17:
Announcements:
- Assignment 4 due.
- Assignment 5 out.
Monday, March 20:
Topic: Neural Networks
Handouts: Lecture Notes
Readings:
- R and N: Ch 18.7
- P and M: Ch 7.4.1
Wednesday, March 22:
Topic: Statistical Learning
Handouts: Lecture Notes
Readings:
- R and N: Ch 20.1-20.2
- P and M: CH 7.8
Monday, March 27:
Topic: Statistical Learning
Handouts: See March 22
Readings:
- R and N: Ch 20.3
- P and M: Ch 11.1
Wednesday, March 29:
Topic: EM
Handouts: Lecture Notes
Readings:
- R and N: Ch 20.3
- P and M: Ch 11.1
Friday, March 31:
Announcement: Assignment 5 due.
Monday, April 3:
Topic: Ethics and Future Directions
Handouts:
Readings: