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Decision Theory Models for Applications in Artificial Intelligence: Concepts and Solutions (Premier Reference Source) - Hardcover

 
9781609601652: Decision Theory Models for Applications in Artificial Intelligence: Concepts and Solutions (Premier Reference Source)
Hardcover
ISBN 10: 1609601653 ISBN 13: 9781609601652
Verlag: Information Science Reference, 2011

Inhaltsangabe

One of the goals of artificial intelligence (AI) is creating autonomous agents that must make decisions based on uncertain and incomplete information. The goal is to design rational agents that must take the best action given the information available and their goals. Decision Theory Models for Applications in Artificial Intelligence: Concepts and Solutions provides an introduction to different types of decision theory techniques, including MDPs, POMDPs, Influence Diagrams, and Reinforcement Learning, and illustrates their application in artificial intelligence. This book provides insights into the advantages and challenges of using decision theory models for developing intelligent systems.

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Verlag
Information Science Reference
Erscheinungsdatum
2011
Sprache
Englisch
ISBN 10 
1609601653
ISBN 13 
9781609601652
Einband
Gebundene Ausgabe
Anzahl der Seiten
446
Herausgeber
Sucar L Enrique, Morales Eduardo F, Hoey Jesse
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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