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Artificial Intelligence

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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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Artificial Intelligence, Stuart J. Russell, Peter Norvig

Lingua
Pubblicato
1995
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4,2
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348 Valutazioni

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Lingua
Inglese
Pubblicato
1995
Formato
In brossura
Pagine
912
ISBN10
0133601242
ISBN13
9780133601244
Serie
Titolo originale
Artificial intelligence
Valutazione
4,2 su 5
Descrizione
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.