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.pdf dtrees.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 | ||