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

ISBN-13: 9781609601652 / Angielski / Twarda / 2011 / 446 str.

L. Enrique Sucar; Eduardo F. Morales; Jesse Hoey

Opis

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.