Decision theory models for applications in artificial intelligence (Record no. 579172)

MARC details
000 -LEADER
fixed length control field 04470nam a2200589 a 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250919000706.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m e d
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr bn||||m|||a
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 140929s2011 pau fsb 000 0 eng
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781609601676
Qualifying information electronic book
039 #9 - LEVEL OF BIBLIOGRAPHIC CONTROL AND CODING DETAIL [OBSOLETE]
Level of rules in bibliographic description 201606081427
Level of effort used to assign nonsubject heading access points hafiz
Level of effort used to assign subject headings 201606081418
Level of effort used to assign classification asmany
Level of effort used to assign subject headings 201606081218
Level of effort used to assign classification asmany
Level of effort used to assign subject headings 201601151530
Level of effort used to assign classification hayat
y 09-29-2014
z midah
040 ## - CATALOGING SOURCE
Original cataloging agency CaBNVSL
Transcribing agency CaBNVSL
Modifying agency CaBNVSL
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) ebook
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) ebookQ335
Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) .D43 2011e
245 00 - TITLE STATEMENT
Title Decision theory models for applications in artificial intelligence
Medium [electronic resource] :
Remainder of title concepts and solutions /
Statement of responsibility, etc. L. Enrique Sucar, Eduardo F. Morales and Jesse Hoey, editors.
246 13 - VARYING FORM OF TITLE
Display text Other title :
Title proper/short title InfoSci-Computer Science (selected 23 titles).
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Hershey, Pa. :
Name of producer, publisher, distributor, manufacturer IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA),
Date of production, publication, distribution, manufacture, or copyright notice 2011.
300 ## - PHYSICAL DESCRIPTION
Extent electronic texts (384 p.) :
Other physical details digital files.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 1. Introduction / L. Enrique Sucar, Eduardo Morales and Jesse Hoey -- 2. Introduction to Bayesian networks and influence diagrams / Luis Enrique Sucar -- 3. An introduction to fully and partially observable Markov decision processes / Pascal Poupart -- 4. An introduction to reinforcement learning / Eduardo F. Morales and Julio H. Zaragoza -- 5. Inference strategies for solving semi-Markov decision processes / Matthew Hoffman and Nando de Freitas -- 6. Multistage stochastic programming: a scenario tree based approach to planning under uncertainty / Boris Defourny, Damien Ernst and Louis Wehenkel -- 7. Automatically generated explanations for Markov decision processes / Omar Zia Khan, Pascal Poupart and James P. Black -- 8. Dynamic LIMIDS / Francisco J. D{u2A65}z and Marcel A. J. van Gerven -- 9. Relational representations and traces for efficient reinforcement learning / Eduardo F. Morales and Julio H. Zaragoza -- 10. A decision-theoretic tutor for analogical problem solving / Kasia Muldner and Cristina Conati -- 11. Dynamic decision networks applications in active learning simulators / Julieta Noguez ... [et al.] -- 12. An intelligent assistant for power plant operation and training based on decision-theoretic planning / Alberto Reyes and Francisco Elizalde -- 13. POMDP models for assistive technology / Jesse Hoey, Pascal Poupart, Craig Boutilier and Alex Mihailidis -- 14. A case study of applying decision theory in the real world: POMDPs and spoken dialog systems / Jason D. Williams -- 15. Task coordination for service robots based on multiple Markov decision processes / Elva Corona and L. Enrique Sucar -- 16. Applications of DEC-MDPs in multi-robot systems / Aurie Beynier and Abdel-Illah Mouaddib.
506 ## - RESTRICTIONS ON ACCESS NOTE
Terms governing access Restricted to subscribers or individual electronic text purchasers.
520 3# - SUMMARY, ETC.
Summary, etc. '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'--
Assigning source Provided by publisher.
530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE
Additional physical form available note Also available in print.
538 ## - SYSTEM DETAILS NOTE
System details note Mode of access: World Wide Web.
588 ## - SOURCE OF DESCRIPTION NOTE
Source of description note Description based on title screen (IGI Global, viewed November 19, 2011).
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Artificial intelligence
General subdivision Statistical methods.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Bayesian statistical decision theory.
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Active learning simulators.
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Bayesian networks.
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Decision theoretic models.
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Health in the home.
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Dynamic decision networks applications.
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Markov decision processes.
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Intelligent assistants.
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Power plant operations.
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Multistage stochastic programming.
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Reinforcement learning.
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Semi-Markov decision processes.
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Task coordination for service robots.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Sucar, L. Enrique,
Dates associated with a name 1957-.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Morales, Eduardo F.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Hoey, Jesse.
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element IGI Global.
773 0# - HOST ITEM ENTRY
Title IGI Global e-books.
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Print version:
International Standard Book Number 1609601653
-- 9781609601652
Record control number (DLC) 2010054421
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://eresourcesptsl.ukm.remotexs.co/login?url=http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-60960-165-2">https://eresourcesptsl.ukm.remotexs.co/login?url=http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-60960-165-2</a>
907 ## - LOCAL DATA ELEMENT G, LDG (RLIN)
a .b15998599
b 2022-06-09
c 2019-11-12
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Suppress in OPAC No
Call number prefix ebook
914 ## - VTLS Number
VTLS Number vtls003570348
998 ## - LOCAL CONTROL INFORMATION (RLIN)
Library
Operator's initials, OID (RLIN) 2014-03-09
Cataloger's initials, CIN (RLIN) m
Material Type (Sierra) E-Book
Language English
Country
-- 0
-- .b15998599

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