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008 140929s2011 pau fsb 000 0 eng
020 _a9781609601676
_qelectronic book
039 9 _a201606081427
_bhafiz
_c201606081418
_dasmany
_c201606081218
_dasmany
_c201601151530
_dhayat
_y09-29-2014
_zmidah
040 _aCaBNVSL
_cCaBNVSL
_dCaBNVSL
090 _aebook
090 _aebookQ335
_b.D43 2011e
245 0 0 _aDecision theory models for applications in artificial intelligence
_h[electronic resource] :
_bconcepts and solutions /
_cL. Enrique Sucar, Eduardo F. Morales and Jesse Hoey, editors.
246 1 3 _iOther title :
_aInfoSci-Computer Science (selected 23 titles).
264 1 _aHershey, Pa. :
_bIGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA),
_c2011.
300 _aelectronic texts (384 p.) :
_bdigital files.
504 _aIncludes bibliographical references.
505 0 _a1. 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 _aRestricted to subscribers or individual electronic text purchasers.
520 3 _a'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'--
_cProvided by publisher.
530 _aAlso available in print.
538 _aMode of access: World Wide Web.
588 _aDescription based on title screen (IGI Global, viewed November 19, 2011).
650 0 _aArtificial intelligence
_xStatistical methods.
650 0 _aBayesian statistical decision theory.
653 _aActive learning simulators.
653 _aBayesian networks.
653 _aDecision theoretic models.
653 _aHealth in the home.
653 _aDynamic decision networks applications.
653 _aMarkov decision processes.
653 _aIntelligent assistants.
653 _aPower plant operations.
653 _aMultistage stochastic programming.
653 _aReinforcement learning.
653 _aSemi-Markov decision processes.
653 _aTask coordination for service robots.
700 1 _aSucar, L. Enrique,
_d1957-.
700 1 _aMorales, Eduardo F.
700 1 _aHoey, Jesse.
710 2 _aIGI Global.
773 0 _tIGI Global e-books.
776 0 8 _iPrint version:
_z1609601653
_z9781609601652
_w(DLC) 2010054421
856 4 0 _uhttps://eresourcesptsl.ukm.remotexs.co/login?url=http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-60960-165-2
907 _a.b15998599
_b2022-06-09
_c2019-11-12
942 _n0
_kebook
914 _avtls003570348
998 _ae
_b2014-03-09
_cm
_dz
_feng
_gpau
_y0
_z.b15998599
999 _c579172
_d579172