Decision theory models for applications in artificial intelligence : concepts and solutions /
Decision theory models for applications in artificial intelligence : concepts and solutions /
[edited by] L. Enrique Sucar, Eduardo F. Morales, Jesse Hoey
- Hershey, PA : Information Science Reference, c2012
- xiv, 428 p. : ill. ; 29 cm.
Includes bibliographical references and index
"This book 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"-- Provided by publisher
9781609601652 (hardcover) 1609601653 (hardcover) 9781609601676 (ebook)
Artificial intelligence--Statistical methods
Bayesian statistical decision theory
Includes bibliographical references and index
"This book 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"-- Provided by publisher
9781609601652 (hardcover) 1609601653 (hardcover) 9781609601676 (ebook)
Artificial intelligence--Statistical methods
Bayesian statistical decision theory