Tentative Class Schedule

CSE 6369
Reasoning with Uncertainty for Data Interpretation, Modeling, and Decision Making
Tentative Lecture and Assignment Schedule
Fall Semester 2008 - MW 7:00 - 8:20
Class Date Readings Lecture Topics Assignments
1 08/25 Slides Course Details and Overview  
2 08/27   Reasoning with Uncertainty - Representations  
  09/01   Labor Day - No Class  
3 09/03 Slides, Fuzzy Logic Tutorial Fuzzy Logic, Bayesian & Non-Bayesian Belief Systems  
4 09/08 Slides, Bayesian Networks (from RN),69/node4.html RN 13-14 Bayesian Reasoning & Bayesian Networks  
5 09/10 Slides, Hal2.4 , Hal3.6 Dempster Shafer Theory  
6 09/15   Dempster Shafer Theory  
7 09/17   Belief Estimation  
8 09/22 Slides Optimal Estimation and Filtering  
9 09/24   Optimal Estimation  
10 09/29 WB95 Kalman Filter  
11 10/01   Sampling Methods Homework 1 due
12 10/06 DFG1 Markov Chain Monte Carlo Methods  
13 10/08   Particle Filters  
14 10/13 Slides Confidence Intervals & Significance Testing  
15 10/15   Confidence Intervals & Significance Testing  
16 10/20 Slides Hidden Markov Models Project 1 due ( Linux Code ; Linux 64 Bit Code (e.g. Omega) ; Cygwin Code (Windows XP) ; OSX Code )
17 10/22 RJ86 Learning Hidden Markov Models  
18 10/27   Learning Hidden Markov Models  
19 10/29 Rational Decisions (from RN), RN 16.2, 16.3 Markov Decision Processes  
20 11/03 RN 17 Dynamic Programming  
21 11/05 RN 21.2, 21.3 Monte Carlo Dynamic Programming  
22 11/10   POMDPs Homework 2 due
23 11/12 LCK95 Decision-Making in POMDPs  
24 11/17   Multi Agent Decision Making  
25 11/29   Game Theory & Auctions  
26 11/24   Student Presentations  
27 11/26   Student Presentations Project 2 due
28 12/01   Student Presentations  
29 12/03   Student Presentations  
30 TBD   Final Project Presentations

Readings