CPS 270
Artificial Intelligence

Meeting Schedule

Date Topic Homework Material
08/31/10 Introduction Read chapters 1 and 3; skim chapter 2 intro.pdf
honesty.pdf
09/02/10 Search Read chapter 4 search.pdf
09/07/10 Advanced Search Methods Read chapter 5
HW1 assigned, due 09/16
search2.pdf
09/09/10 Adversarial Search Read chapter 6 games.pdf
09/14/10 Finish Advanced Search (linear programming)
Intro to Game Theory
NP-Hardness Review
gtintro.pdf
nphardness.pdf
09/16/10 Constraint satisfaction Read chapter 7
HW1 DUE
csp.pdf
09/21/10 Propositional Logic Read chapter 8
HW2 assigned, due 09/30
logic.pdf
09/23/10 Predicate logic Read chapter 9, skim chapter 12 fopl.pdf
9/28/10 Theorem proving prolog.pdf
9/30/10 Slack HW2 DUE
10/5/10 Classical planning Read chapter 10, skim chapter 11, Read chapter 13
HW3 assigned, due 10/19
planning.pdf
10/7/10 Uncertainty Read chapter 14 uncertainty.pdf
10/12/10 Fall Break
10/14/10 Midterm
10/19/10 Probabilistic Reasoning Systems Read Chapter 15, 17 bnets.pdf
10/21/10 Slack
10/26/10 Probabilistic Reasoning over Time hw4.pdf assigned, due 11/4
Read chapter 16
hmms.pdf
10/28/10 Slack
11/02/10 Particle Filters pfloc.pdf
11/4/10 Slack
11/9/10 Decision Theory Read chapter 17
HW5 assigned, due 11/18
decisions.pdf
11/11/10 Class Canceled
11/16/10 Game Theory gametheory.pdf
11/18/10 Complex decisions Read chapter 18, skim chapter 19 mdp.pdf
11/23/10 Learning Intro HW6 Assigned, due 12/9 mlintro.pdf
11/25/10 Slack
11/30/10 Slack
12/2/10 Reinforcement Learning rl.pdf
12/15/10 Final Exam 02:00 - 05:00 PM in D106