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 | ||