Decision Theory Models for Applications in Artificial Intelligence: Concepts and Solutions - Couverture rigide

 
9781609601652: Decision Theory Models for Applications in Artificial Intelligence: Concepts and Solutions
Couverture rigide
ISBN 10 : 1609601653 ISBN 13 : 9781609601652
Editeur : IGI Global, 2011

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
IGI Global
Date d'édition
2011
Langue
anglais
ISBN 10 
1609601653
ISBN 13 
9781609601652
Reliure
Relié
Nombre de pages
444
Éditeur
Sucar L. Enrique, Morales Eduardo F., Hoey Jesse
Coordonnées du fabricant
non disponible
Personne responsable
non disponible