CPS 170
Introduction to Artificial Intelligence

Meeting Schedule


Date Topic Homework Material
01/12/12 Introduction Read chapters 1 and 3; skim chapter 2 intro.pdf
01/17/12 Search Read chapter 4
install python
Download search.zip
Run pacman.py (complete ASAP)
search.pdf
01/19/12 Advanced Search Methods Read chapter 5
Familiarize yourself with Python
(Nothing to turn in)
Eclipse users, try python console in eclipse
search2.pdf
01/24/12 slack Read chapter 6
HW1 assigned, due 2/2/12
01/26/12 Adversarial Search zsgt.pdf
games.pdf
01/31/12 Slack
02/02/12 Constraint satisfaction Read chapter 7 nphardness.pdf
csp.pdf
02/07/12 Slack
02/09/12 Propositional Logic Read chapter 8
HW2 assigned, due 2/16/12
logic.pdf
02/14/12 Predicate logic Read chapter 9, skim chapter 12 fopl.pdf
2/16/12 Theorem proving Read chapter 10, skim chapter 11 prolog.pdf
2/21/12 Classical planning Read chapter 13
hw3 assigned, due 3/1
planning.pdf
2/23/12 Uncertainty Read chapter 16 uncertainty.pdf
2/28/12 Decision Theory Read chapter 17 decisions.pdf
3/1/12 Game Theory Read chapter 18 gsgt.pdf
Spring Break
3/13/12 Complex decisions skim chapter 19 mdp.pdf
3/15/12 midterm
3/20/12 slack hw4 assigned
Questions 1-6 due 3/29
Questions 7-12 due 4/5
3/22/12 Slack
3/27/12 Reinforcement Learning rl.pdf
3/29/12 Slack
4/3/12 Probabilistic Reasoning Systems Read chapter 15 bnets.pdf
4/10/12 Slack HW5 Assigned
Due 4/24
4/12/12 Probabilistic Reasoning over Time Read chapter 16,17 hmms.pdf
4/17/12 Slack
4/19/12 Particle Filters pfloc.pdf
Learning Intro
04/30/12 Final Exam 7:00 - 10:00 PM LSRC D106