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Artificial intelligence : a modern approach / Stuart Russell, Peter Norvig

Main Author Russell, Stuart Coauthor Norvig, Peter Language Inglês. Country Estados Unidos. Publication New Jersey : Prentice Hall, cop. 1995 Description XXVIII, 932 p. : il. ; 23 cm ISBN 0131038052
9780131038059
Abstract This is an introduction to the theory and practice of artificial intelligence. It uses an intelligent agent as the unifying theme throughout, and covers areas that are sometimes underemphasized elsewhere. These include reasoning under uncertainty, learning, natural language, vision and robotics. The book also explains in detail some of the more recent ideas in the field, including simulated annealing, memory-bounded search, global ontologies, dynamic belief networks, neural nets, inductive logic programming, computational learning theory, and reinforcement learning. Topical name Intelligent agents (Computer software)
Neural networks (Computer science)
CBC Q335 .R86
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Item type Current location Call number Status Date due Barcode
Book/Livro NOVA IMS
Q335RUS Available 001055

This is an introduction to the theory and practice of artificial intelligence. It uses an intelligent agent as the unifying theme throughout, and covers areas that are sometimes underemphasized elsewhere. These include reasoning under uncertainty, learning, natural language, vision and robotics. The book also explains in detail some of the more recent ideas in the field, including simulated annealing, memory-bounded search, global ontologies, dynamic belief networks, neural nets, inductive logic programming, computational learning theory, and reinforcement learning.

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