Title:
Decision theory models for applications in artificial intelligence : concepts and solutions
Publication Information:
Hershey, PA : Information Science Reference, c2012
Physical Description:
xiv, 428 p. : ill. ; 29 cm.
ISBN:
9781609601652
Available:*
Library | Item Barcode | Call Number | Material Type | Item Category 1 | Status |
---|---|---|---|---|---|
Searching... | 30000010275776 | Q335 D434 2012 f | Open Access Book | Book | Searching... |
Searching... | 30000010170942 | Q335 D434 2012 f | Open Access Book | Book | Searching... |
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Summary
Summary
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.