- School of Computer
Science and Engineering, Seoul National University
- Instructor: Prof. Byoung-Tak Zhang
- TA: Tae-Jin Jeong
(Room 301-417, Tel.: 880-1835)
- Classroom: 301-101
- Time: Mon 16:00-17:15 and Wed 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.
- Evaluation: Two exams (50%), three small-scale
projects (40%), etc. (10%)
- Projects:
- Schedule
- Week 1 (9/3, 9/5):
Introduction, Stimulus-Response Agents (Chapter 1,
Chapter
2)
- Week 2 (9/10, 9/12):
Neural Networks (Chapter
3), Project
#1
- Week 3 (9/17, 9/19): Machine Evolution (Chapter
4)
- Week 4 (9/24, 9/26):
State Machines, Robot Vision, Agents That Plan (Chapter
5, Chapter
6-1, Chapter
6-2, Chapter
7), Project
#2
- Week 5 (10/1, 10/3):
ChuSuk
- Week 6 (10/8, 10/10):
Uninformed Search, Heuristic Search, Planning Acting and
Learning (Chapter
8, Chapter
9, Chapter
10)
- Week 7 (10/15, 10/17):
Alternative Search Formulations and Applications, Adversarial
Search (Chapter
11, Chapter
12)
- Week
8: Exam
(10/24)
- Week 9 (10/29, 10/31):
The Propositional Calculus, Resolutions in the Propositional
Calculus, The Predicate Calculus (Chapter 13, Chapter 14, Chapter 15)
- Week 10 (11/5, 11/7):
Resolutions in the Predicate Calculus, Knowledge-Based Systems,
Representing Commonsense Knowledge (Chapter 16, Chapter 17-1, Chapter17-2, Chapter 18)
- Week 11 (11/12, 11/14):
Reasoning with Uncertain Information, Learning and Acting
with Bayes Nets (graphical
model, Chapter
19, Chapter
20), Project#3
- Week 12 (11/19, 11/21):
The Situation Calculus, Planning (Chapter 21, Chapter 22)
- Week 13 (11/26, 11/28):
Multiple Agents, Communication among Agents (Chapter 23, Chapter 24)
- Week 14 (12/3, 12/5):
Agent Architectures (Chapter
25)
- Week
15: Exam
(12/12)
- Week 16: Reserved
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