|
Week Of |
Topic and Lecture Notes |
Reading |
(WA=written assignment, |
| Sept 3 |
Introduction (ppt) Search 1: ppt |
Chapters 1, 2, 3 | |
| Sept 10 |
Search 2:
Heuristic Search The 15-Puzzle |
Chapter 3 and Chapter 4 |
WA1 out, PA1 Out |
| Sept 17 |
Local Search and Genetic Algorithms CSP |
Chapter 4 Genetic Algorithm Demo: TSP Genetic Algorithm Demo: NQueens (CSP) Chapter 5 |
WA1 in: Sept 20 |
| Sept 24 |
Game Tree Search (ppt)
Othello Demo,
Tic-Tac-Toe Demo |
Chapter 6 |
|
| Oct 1 |
Inference in
Propositional Logic, Theorem Proving in FOL Some exercises |
Chapters 7 Chapter 9 |
|
| Oct 8 |
Theorem Proving in FOL
(2) |
Chapter 10 | PA1 in Oct 8, 11:59 pm WA2 Out |
| Oct 15 |
Planning (ppt) PDDL by Example (M. Veloso) An Introduction to PDDL (M. Helmert) Application to Software Engineering: Example |
Chapters 11, 12 |
WA2 in Oct 19 |
|
Oct 22 |
review for midterm |
||
| Oct 29 |
Review for Midterm (Cont.) |
|
|
| Nov 1, Thursday |
Review for Midterm Midterm Exam: 2503 (same room as lectures) | 01 Nov 2007 (Thu) | 19:00-21:00pm |
Midterm Statistic:
|
|
| Nov 5 |
Weka Package Chapter 18.1 to 18.320.2 (Naive Bayesian Models) 20.3 (Learning Bayesian Net with Hidden Variables) |
WA3 Out
|
|
| Nov 12 |
Neural Networks, (Neural Net PDF - supplement material from Russell and Norvig's Book)
|
|
WA3 in Nov 15 PA2 out Nov 13 Team building for Robot Project: Nov 13 |
| Nov 19 | Support Vectors Machines | ||
| Nov 26 | PA2 in | ||
| Dec 3 |
Fill out the course evaluation: http://asset.ust.hk Final Exam Review |
Group Project Demo: Dec 10,
Rm 2612
| 10 Dec 2007 (Mon) | 13:00-17:00 Report Due: Dec 17, 5pm via email to TA. |
|
| Second midterm Exam |
Dec 8, Saturday, 3-5pm. Room 2304. The 2nd midterm exam covers the second half of the course
|
|
Robot Project Results:
Final Project Standings: [pdf]
|