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Artificial Intelligence

A Modern Approach

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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, Peter Norvig, Stuart Russell

Jazyk
Rok vydání
1994
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Titul
Artificial Intelligence
Podtitul
A Modern Approach
Jazyk
anglicky
Vydavatel
Prentice Hall
Rok vydání
1994
Vazba
pevná
Počet stran
932
ISBN10
0131038052
ISBN13
9780131038059
Série
Anotace
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.