| Date | Topic | Slides | In-Class Exercise | Homework |
| Oct 4 | search & planning | search.ppt | Using the Blackbox planning system to solve the Shakey domain.
Blackbox is in: /cse/courses/csep573/04au/bin Examples in: /cse/courses/csep573/04au/planning |
Assignment 1 |
| Oct 11 | game playing | games_and_pp.ppt | Creating a program to play Othello. | Assignment 2 |
| Oct 18 | from propositional logic to Prolog | logic-to-prolog.ppt
Online Prolog tutuorial: http://www.amzi.com/ |
Problem solving in Prolog
Examples in /cse/courses/csep573/04au/prolog |
Assignment 3 |
| Oct 25 | natural language processing | nlp-all.pdf | Building an English parser in Prolog
Examples in /cse/courses/csep573/04au/prolog |
Assignment 4 |
| Nov 1 | introduction to probabilistic reasoning | (see slides below) | Creating & solving Bayesian Networks
|
Assignment 5 |
| Nov 8 | algorithms for probabilistic reasoning | revised & updated set of slides on probablistic
reasoning: revised-rn-bayes-all.pdf |
Monte-Carlo simulation | Assignment 6 |
| Nov 15 | robotics & probabilistic reasoning over time |
Probabilistic Reasoning Over Time rn-ch15-abbrev.pdf |
localization and robotics demos | Assignment 7 |
| Nov 22 | rule learning | Decision Trees
|
Learning to clasify using
the Weka machine learning library Download Weka |
Assignment 8 (due Dec 6) |
| Nov 29 | neural networks & Bayesian learning | Neural Nets | Character recognition demo
naive Bayes EM demo Joone (Java Object Oriented Neural Net) homepage, http://www.jooneworld.com/ |
Assignment 9 (also due Dec 6)
|
| Dec 6 | local search genetic algorithms | local search | N-Queens Demo
Ant Colony Optimization Demo |
|
| Dec 13 | take home final exam due, either by email to kautz@cs.washington.edu or by hardcopy delivered to the CSE front desk. |