|
課號 |
課名 |
開課班級 |
上課時間地點 |
|
2383 |
人工智慧系統 Artificial Intelligence |
資工四日三A 三B |
(三)2-4 E-517 |
Artificial
Intelligence: A Modern Approach (Second Edition)
by Stuart Russell and Peter Norvig
1132 pages
Publisher: Prentice Hall; 2nd edition (December 20, 2002)
ISBN: 0137903952
新月圖書股份有限公司
TBA
AI Slide Ch1, Ch2,
Ch3, Ch4,
Ch5, Ch6, Ch7, Ch8, Ch9, Ch13,
Ch14, Ch18, Ch22, Ch23.2, Ch23.3
|
Week |
Date |
notes |
Topics |
Homework |
|
|
1 |
2/20 |
|
Ch 1 |
AI, Introduction |
|
|
2 |
2/27 |
|
Ch 2 |
Intelligent agent |
#1 report |
|
3 |
3/5 |
|
Ch 3 |
Problem->State
space->Searching |
|
|
4 |
3/12 |
|
Ch 4 |
Searching
Algorithms |
交Term Project
五人一組名單 |
|
5 |
3/19 |
|
Ch 4, Quiz 1 |
A* search Algorithm |
Term project提案討論會 |
|
6 |
3/26 |
|
Ch 4 |
admissible
heuristic Local search, GA |
|
|
7 |
4/2 |
vacation |
|
|
|
|
8 |
4/9 |
|
AIML, Ch 5, Quiz 2 |
AIML, CSP |
#2 Ch 3 |
|
9 |
4/16 |
|
Ch 5, Ch 6 |
CSP, Game |
|
|
10 |
4/23 |
|
Ch 7 |
Knowledge-based
Agent |
#3 meeting report |
|
11 |
4/30 |
|
Ch 7, Quiz 3 |
First Order Logic |
#4 proposal |
|
12 |
5/7 |
|
Ch 8 |
Inference in FOL |
|
|
13 |
5/14 |
|
midterm |
|
|
|
14 |
5/21 |
|
Ch 9, |
Probabilistic
Reasoning |
#6 Term Project
Oral report |
|
15 |
5/28 |
|
Ch 14, Ch20.5 |
Bayesian Network,
Neural Networks |
|
|
16 |
6/4 |
|
Ch 18, Ch 22 |
Learning, Natural
Language Processing |
#7Term Project demo
begin |
|
17 |
6/11 |
停課 |
|
|
|
|
18 |
6/18 |
期末考 |
Term Project Demo |
|
Term Project demo
end |
#1. Report: Write a short report on“What is AI”,
based on textbook, Wikipedia, news report. (2/27 due)
#2. Exercise: Ch3 8-puzzle program
#3. Term Project meeting report .(4/23)
#4.Term Project proposal report. (4/30)
#5. Term Project report with Word (5/7)
#6. Term Project Oral report with slide (PPT) (5/21)
#7. Term Project demo (6/4)
|
This Year Projects |
|
電子寵物、軟體機器人、電腦遊戲、智慧型教學軟體、智慧型自走車 |
AIML Engine
http://www.alicebot.org/
http://www.pandorabots.com/
Artificial Life Inc.
http://www.artificial-life.com/
Genetic Algorithm
http://cindy.cis.nctu.edu.tw/AI/ai5/Main.html
8 Puzzle
http://www.permadi.com/java/puzzle8/
Last update: 2006/04/13
shwu@cyut.edu.tw