6.034 Artificial Intelligence, Spring 2003
Author(s)Lozano-Perez, Tomas; Kaelbling, Leslie Pack; Winston, Patrick Henry
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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.
artificial intelligence, applied systems, intelligence, rule chaining, heuristic search, logic, constraint propagation, constrained search, decision trees, neural nets, SVMs, problem-solving paradigms