- School of Computer Science and Engineering, Seoul National University
- Instructor: Prof. Byoung-Tak Zhang
- TA: Jangmin
O (Room: 301-419, Tel.: 880-1847)
- Classroom: 301-101
- Time: Tue 16:00-17:15 and Thu 16:00-17:15
- Textbook
- Artificial Intelligence: A New Synthesis, Nils J. Nilsson, Morgan Kaufmann, 1998.
- References
- (1) Artificial Intelligence: Past, Present and Future (in Korean), In Computers in the 21st Century, Chap. 11, Kyohaksa, pp.176-200, 1998.
- (2) Biointelligence = Bioinformatics + Artificial Intelligence (in Korean), Communications of the KISS, 18(8): 90-100, 2000.
- (3) Learning and Optimization by Artificial Evolution (in Korean), ICASE Magazine, 1(3):52-61, 1995.
- (4) Neural Networks (in Korean), Natural Sciences, Vol. 8, Spring, Seoul National University, May 2000.
- (5) The Age of Spiritual Machines, Ray Kurzweil, 1999.
- (6) Technofutures, James Canton, 1999.
- Evaluation: Two exams (50%), three small-scale projects (40%), etc. (10%)
- Projects:
- Schedule
- Week 1(9/2, 9/7):
Introduction, Stimulus-Response Agents (Chapter 1,
Chapter 2)
- Week 2 (9/9, 9/14):
Neural Networks (Chapter
3), Project
#1
- Week 3 (9/16, 9/21): Machine Evolution (Chapter
4),
Project
#2
- Week 4, 5 (9/23, Chu-Seok,
9/30):
State Machines, Robot Vision, Agents That Plan (Chapter
5, Chapter
6-1, Chapter
6-2, Chapter
7)
- Week 6 (10/5, 10/7):
Uninformed Search, Heuristic Search, Planning Acting and
Learning (Chapter
8, Chapter
9, Chapter
10)
- Week 7 (10/12, 10/14):
Alternative Search Formulations and Applications, Adversarial
Search (Chapter 11, Chapter
12)
- Week 8: Reserved (10/19), Exam (10/21)
- Week 9 (10/26, 10/28): Reasoning with Uncertain Information, Learning and Acting with Bayes Nets (Chapter 19, Chapter 20, Aux 20), Project#3
dataset
for project #3
- Week 10 (11/2, 11/4): The Propositional Calculus, Resolutions in the Propositional Calculus, The Predicate Calculus (Chapter 13, Chapter 14, Chapter 15), Decision Tree
- Week 11 (11/9, 11/11):
Resolutions in the Predicate Calculus, Knowledge-Based Systems,
Representing Commonsense Knowledge (Chapter 16, Chapter 17-1, Chapter17-2, Chapter 18)
- Week 12 (11/16, 11/18):
The Situation Calculus, Planning (Chapter 21, Chapter 22)
- Week 13 (11/23, 11/25):
Multiple Agents, Communication among Agents (Chapter 23, Chapter 24)
- Week 14: Exam (12/2)
- Week 15 (12/7, 12/9):
Agent Architectures (Chapter 25), Intelligent Agents
- Week 16: Reserved
°Ô½ÃÆÇ
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