6.034 Artificial Intelligence, Spring 2003

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Author(s)
Lozano-Perez, Tomas
•
Kaelbling, Leslie Pack
•
Winston, Patrick Henry
Alternative Title
Artificial Intelligence
Date Issued
June 2003
Abstract
Introduces representations, techniques, and architectures used to build applied systems and to account for intelligence from a computational point of view. Applications of rule chaining, heuristic search, constraint propagation, constrained search, inheritance, and other problem-solving paradigms. Applications of identification trees, neural nets, genetic algorithms, and other learning paradigms. Speculations on the contributions of human vision and language systems to human intelligence. Enrollment may be limited.
Subjects
artificial intelligence
applied systems
intelligence
rule chaining
heuristic search
logic
constraint propagation
constrained search
decision trees
neural nets
SVMs
problem-solving paradigms
MIT Department
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
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