CIS 479 Artificial Intelligence
Spring 2005
|
Bruce R, Maxim, PhD Associate Professor Office: 233 CIS Phone: 313-436-9155 |
Classroom: 1420 PEC Meeting
Time: 6:00-9:00 MW Office
Hours: 4:30-5:30 MW |
This course is intended to provide an overview of the problems and
methods studied in the field of artificial intelligence. The focus of the
course will be on the study of methods of knowledge representation, data
structures, and algorithms useful to the development of intelligent programs.
The course will also include discussion of important applications of AI
methodology.
Your scores on the projects and exams
will determine your course grade. There will be two exams, an oral
presentation, and four lab projects using several AI tools (including LISP),
not all of which will require the development of complete programs from
scratch. The exams will count for 50% of your grade and the projects 50%. Late
work will be penalized, as will evidence of cheating in any form.
Texts: Artificial Intelligence (5th Edition) by G.
Luger,
Addison-Wesley, 2005. (Required)
Artificial Intelligence Illuminated by
B. Chopin,
Jones and Barlett, 2004. (Recommended)
Lisp (3rd Edition) by P. Winston and
B. Horn, Addison-
Wesley, 1989. (Required)
URL:
www.engin.umd.umich.edu/CIS/course.des/cis479.html
|
Date |
Topic |
Reading |
|
05-09 |
Lisp:
Primitives, Predicates, and Conditionals |
L1,W1-W4,C1-C2 |
|
05-11 |
Lisp:
Iteration, I/O, Recursion, Data
Structures, and Macros |
W5-W12,W17 |
|
05-16 |
Intelligent
Search |
L3-L4,W19,C4-C5 |
|
05-18 |
Game
Playing Project
1 due |
L4,L6,C6 |
|
05-23 |
Production
Systems and Matching Expert
Systems |
L6,W24,C9 L8,W25-W27 |
|
05-25 |
Uncertainty Probabilistic
Reasoning |
L5,L9,C12,C18 |
|
05-30 |
Memorial
Day Holiday |
|
|
06-01 |
Exam
1 Knowledge
Engineering Tools |
Notes |
|
06-06 |
Project
2 due Predicate
Logic and Prolog |
L2,L15,C7-C8 |
|
06-08 |
Knowledge
Representation |
L7,C3,C17 |
|
06-13 |
Planning Intelligent
Agents and SOAR |
L13,C15-C16 L7,L17,C19 |
|
06-15 |
Machine
Learning Neural
Networks |
L10,C10 L11,C11 |
|
06-20 |
Project
3 due Genetic
Algorithms |
L12,C13-C14 |
|
06-22 |
Natural
Language Understanding Object-Oriented
AI |
L14,C20 L16,L17 |
|
06-27 |
Exam
2 Project
4 due |
|
|
06-29 |
Oral
Presentations (7:30
- 10:30pm) |
|