Decision Theory Models for Applications in Artificial Intelligence: Concepts and Solutions
ISBN 10: 1609601653 ISBN 13: 9781609601652
Published by Information Science Reference, 2011
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Hardcover
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Ria Christie Collections, Uxbridge, United Kingdom
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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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Bibliographic Details
Title: Decision Theory Models for Applications in ...
Publisher: Information Science Reference
Publication Date: 2011
Binding: Hardcover
Condition: New