CPS 170
Introduction to Artificial Intelligence

Meeting Schedule

Date Topic Homework Material
01/14/10 Introduction Read chapters 1 and 3; skim chapter 2 intro.pdf
01/19/10 Search Reach chapter 4 search.pdf
01/21/10 Advanced Search Methods Read chapter 5 search2.pdf
01/26/10 Adversarial Search HW1 assigned
Due 02/04
games.pdf
01/28/10 slack Read chapter 6 gtintro.pdf
02/02/10 Constraint satisfaction Read chapter 7 csp.pdf
02/04/10 Propositional logic Read chapter 8 logic-intro.pdf
02/09/10 Predicate logic Read chapter 9; skim chapter 12
HW2 assigned
Due 02/18
fopl.pdf
02/11/10 Theorem proving prolog.pdf
02/16/10 Classical planning Read chapter 10, skim chapter 11 planning.pdf
02/18/10 Slack Read chapter 13 search-perspective.pdf
02/23/10 Class canceled due to instructor illness
02/25/10 Uncertainty Read chapter 14
HW3 assigned
Due 03/18
uncertainty.pdf
03/02/10 Probabilistic Reasoning Systems Read Chapter 15 bnets.pdf
03/04/10 midterm
03/09/10 Spring Break
03/11/09 Spring Break
03/16/10 Slack Read chapter 16 hmm.pdf
03/18/10 Probabilistic Reasoning over Time Read chapter 17
03/23/10 Slack HW4 assigned
Due 04/02
03/25/10 Decision Theory Read chapter 17 dtheory.pdf
03/30/10 Complex decisions Read chapter 18, skim chapter 19 mdp.pdf
04/01/10 slack pomdps.pdf
gametheory.pdf
04/06/10 slack HW5 assigned, Due 04/15
04/08/10 Supervised learning Read chapter 20 mlintro.pdfdtrees.pdf
regression.pdf
04/13/10 Slack
04/15/10 Slack neuralnets.pdf
04/20/10 Slack
HW6 distributed (will not be graded)
04/22/10 Model Learning Read chapter 25 model.pdf
04/27/10 Reinforcement Learning rl.pdf
05/03/10 Final Exam 09:00 - 12:00 Noon in D243