|
課號 |
課名 |
開課班級 |
上課時間地點 |
|
2338 |
人工智慧系統 Artificial Intelligence |
資工四日三A |
(三)5 |
|
3812 |
人工智慧系統 Artificial Intelligence |
資工四進三A |
(三)A-C T1-503 |
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
呂啟銓 s9527626@cyut.edu.tw
AI Slide Ch1, Ch2, Ch3, Ch4, Ch5, Ch6
|
Week |
Date |
notes |
Topics |
Homework |
|
|
1 |
2/20~2/24 |
|
Ch 1 |
AI, Introduction |
|
|
2 |
2/27~3/3 |
2/28 holiday |
Ch 2 |
Intelligent agent |
|
|
3 |
3/6~3/10 |
|
Ch 3 |
Problem->State space->Searching |
|
|
4 |
3/13~3/17 |
|
Ch 4 |
Searching Algorithms |
|
|
5 |
3/20~3/24 |
|
Ch 4 |
A* search Algorithm |
交Term Project 五人一組名單 |
|
6 |
3/27~3/31 |
|
Ch 4 |
admissible heuristic Local search, GA |
|
|
7 |
4/3~4/5 |
4/5 holiday |
|
|
|
|
8 |
4/10~4/14 |
|
Ch 5, quiz 1 |
CSP |
Homework #1 due |
|
9 |
4/17~4/21 |
|
Ch 6 |
Game |
Homework #2 due |
|
10 |
4/24~4/28 |
|
Ch 7 |
Knowledge-based Agent |
|
|
11 |
5/1~5/5 |
|
Ch 7 |
First Order Logic |
|
|
12 |
5/8~5/12 |
|
Ch 8, Ch22 |
Inference in FOL |
|
|
13 |
5/15~5/19 |
|
midterm |
|
|
|
14 |
5/22~5/26 |
|
Ch 9, Ch 22 |
Probabilistic Reasoning |
|
|
15 |
5/29~6/2 |
5/31 holiday |
Ch 14, |
Bayesian Network |
|
|
16 |
6/5~6/9 |
|
Ch 18, Ch 22 |
Learning, Natural Language Processing |
|
|
17 |
6/12~6/16 |
|
Ch20.5 |
Neural Networks |
|
|
18 |
6/19~6/23 |
|
Term Project Demo |
|
Term Project due |
#1. Exercise: 3.7, 3.8, 3.10 (4/11 due)
#2. Term Project meeting report 1. (4/18 due)
#3. Term Project demo (6/27)
|
This Year Projects |
|
（六子棋）（聊天軟體）（黑白棋）（車牌辨識）（數獨）（象棋暗棋）（虛擬寵物）（大富翁）（孔明棋） |
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