|
課程名稱 |
高等人工智慧
Advanced Artificial Intelligence |
|
開課學期 |
108-1 |
|
授課對象 |
電機資訊學院 資訊網路與多媒體研究所 |
|
授課教師 |
許永真 |
|
課號 |
CSIE7007 |
|
課程識別碼 |
922 M1220 |
|
班次 |
|
|
學分 |
3.0 |
|
全/半年 |
半年 |
|
必/選修 |
選修 |
|
上課時間 |
星期四7,8,9(14:20~17:20) |
|
上課地點 |
資310 |
|
備註 |
總人數上限：30人 |
|
課程網頁 |
http://course.agent.csie.org/ |
|
課程簡介影片 |
|
|
核心能力關聯 |
核心能力與課程規劃關聯圖 |
|
課程大綱
|
|
為確保您我的權利,請尊重智慧財產權及不得非法影印
|
|
課程概述 |
Advanced Artificial Intelligence (CSIE 7007)
When: Thursdays: 2:20 - 5:20 p.m. with one break
Where: CSIE R310
Who: students interested in doing AI research
What: technical components on building agents
Web site: https://course.agent.csie.ntu.edu.tw/
Conducted in Chinese, most materials in English |
|
課程目標 |
Advanced Artificial Intelligence aims:
- to learn essential AI methods in depth by building an integrated AI system
- to practice research skills
+ literature survey
+ finding/designing a solution
+ implementation/experimentation
+ research presentation
+ paper writing in English
- Deliverable: a research paper |
|
課程要求 |
Artificial Intelligence (CSIE 5400) |
|
預期每週課後學習時數 |
|
|
Office Hours |
另約時間 |
|
指定閱讀 |
[1] Artificial Intelligence: A Modern Approach, 3rd Ed. by Stuart Russell and Peter Norvig, published by Prentice Hall, 2010. (official AIMA web site: http://aima.cs.berkeley.edu/
[2] The Emotion Machine: Commonsense Thinking, Artificial Intelligence, and the Future of the Human Mind by Marvin Minsky, 2007.
[+] Selected papers and online resources |
|
參考書目 |
[1] Artificial Intelligence: A Modern Approach, 3rd Ed. by Stuart Russell and Peter Norvig,
published by Prentice Hall, 2010. (official AIMA web site: http://aima.cs.berkeley.edu/
[2] The Emotion Machine: Commonsense Thinking, Artificial Intelligence, and the Future of
the Human Mind by Marvin Minsky, 2007. |
|
評量方式
(僅供參考) |
|
No. |
項目 |
百分比 |
說明 |
|
1. |
Project |
50% |
- milestones
- midterm report
- final presentation |
2. |
Paper Presentation |
25% |
|
3. |
Term Paper |
25% |
|
4. |
In-Class Participation |
10% |
|
|