6.034 Artificial Intelligence, Spring 2003

Lozano-Perez, Tomas; Kaelbling, Leslie Pack; Winston, Patrick Henry

Author(s)

Lozano-Perez, Tomas; Kaelbling, Leslie Pack; Winston, Patrick Henry

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Alternative title

Artificial Intelligence

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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.

Date issued

2003-06

URI

http://hdl.handle.net/1721.1/35799

Department

Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science

Other identifiers

6.034-Spring2003

local: 6.034

local: IMSCP-MD5-16649f75bb3c0a3ac45a797712437ff3

Keywords

artificial intelligence, applied systems, intelligence, rule chaining, heuristic search, logic, constraint propagation, constrained search, decision trees, neural nets, SVMs, problem-solving paradigms

Collections

MIT OCW Archived Courses