The Resource Decision making with imperfect decision makers, Tatiana Valentine Guy, Miroslav Kárný, David H. Wolpert (eds.), (electronic resource)

Decision making with imperfect decision makers, Tatiana Valentine Guy, Miroslav Kárný, David H. Wolpert (eds.), (electronic resource)

Label
Decision making with imperfect decision makers
Title
Decision making with imperfect decision makers
Statement of responsibility
Tatiana Valentine Guy, Miroslav Kárný, David H. Wolpert (eds.)
Contributor
Provider
Subject
Language
eng
Summary
Prescriptive Bayesian decision making has reached a high level of maturity and is well-supported algorithmically. However, experimental data shows that real decision makers choose such Bayes-optimal decisions surprisingly infrequently, often making decisions that are badly sub-optimal. So prevalent is such imperfect decision-making that it should be accepted as an inherent feature of real decision makers living within interacting societies. To date such societies have been investigated from an economic and gametheoretic perspective, and even to a degree from a physics perspective. However, little research has been done from the perspective of computer science and associated disciplines like machine learning, information theory and neuroscience. This book is a major contribution to such research. Some of the particular topics addressed include: • How should we formalise rational decision making of a single imperfect decision maker? • Does the answer change for a system of imperfect decision makers? • Can we extend existing prescriptive theories for perfect decision makers to make them useful for imperfect ones? • How can we exploit the relation of these problems to the control under varying and uncertain resources constraints as well as to the problem of the computational decision making? • What can we learn from natural, engineered, and social systems to help us address these issues?
Member of
Cataloging source
GW5XE
Image bit depth
0
LC call number
T57.95
LC item number
.D43 2012
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Guy, Tatiana Valentine
  • Kárný, M
  • Wolpert, David H
Series statement
Intelligent Systems Reference Library,
Series volume
28
http://library.link/vocab/subjectName
  • Decision making
  • Bayesian statistical decision theory
  • Ingénierie
  • Bayesian statistical decision theory
  • Decision making
Label
Decision making with imperfect decision makers, Tatiana Valentine Guy, Miroslav Kárný, David H. Wolpert (eds.), (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and author index
Carrier category
online bron
Carrier category code
cr
Carrier MARC source
rdacarrier/dut
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent/dut
Contents
1 Bounded Rationality in Multiagent Systems Using Decentralized Metareasoning -- 2 On Support of Imperfect Bayesian Participants -- 3 Trading value and information in MDPs -- 4 Game theoretic modeling of pilot behavior during mid-air encounters -- 5 Scalable Negotiation Protocol based on Issue-Grouping for Highly Nonlinear Situation -- 6 The Social Ultimatum Game -- 7 Neuroheuristics of Decision Making: from neuronal activity to EEG
Dimensions
unknown
Extent
1 online resource (xiv, 194 pages).
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9783642246470
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia/dut
Media type code
c
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)761874769
  • (OCoLC)ocn761874769
Label
Decision making with imperfect decision makers, Tatiana Valentine Guy, Miroslav Kárný, David H. Wolpert (eds.), (electronic resource)
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and author index
Carrier category
online bron
Carrier category code
cr
Carrier MARC source
rdacarrier/dut
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent/dut
Contents
1 Bounded Rationality in Multiagent Systems Using Decentralized Metareasoning -- 2 On Support of Imperfect Bayesian Participants -- 3 Trading value and information in MDPs -- 4 Game theoretic modeling of pilot behavior during mid-air encounters -- 5 Scalable Negotiation Protocol based on Issue-Grouping for Highly Nonlinear Situation -- 6 The Social Ultimatum Game -- 7 Neuroheuristics of Decision Making: from neuronal activity to EEG
Dimensions
unknown
Extent
1 online resource (xiv, 194 pages).
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9783642246470
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia/dut
Media type code
c
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)761874769
  • (OCoLC)ocn761874769

Library Locations

  • African Studies LibraryBorrow it
    771 Commonwealth Avenue, 6th Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Alumni Medical LibraryBorrow it
    72 East Concord Street, Boston, MA, 02118, US
    42.336388 -71.072393
  • Astronomy LibraryBorrow it
    725 Commonwealth Avenue, 6th Floor, Boston, MA, 02445, US
    42.350259 -71.105717
  • Fineman and Pappas Law LibrariesBorrow it
    765 Commonwealth Avenue, Boston, MA, 02215, US
    42.350979 -71.107023
  • Frederick S. Pardee Management LibraryBorrow it
    595 Commonwealth Avenue, Boston, MA, 02215, US
    42.349626 -71.099547
  • Howard Gotlieb Archival Research CenterBorrow it
    771 Commonwealth Avenue, 5th Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Mugar Memorial LibraryBorrow it
    771 Commonwealth Avenue, Boston, MA, 02215, US
    42.350723 -71.108227
  • Music LibraryBorrow it
    771 Commonwealth Avenue, 2nd Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Pikering Educational Resources LibraryBorrow it
    2 Silber Way, Boston, MA, 02215, US
    42.349804 -71.101425
  • School of Theology LibraryBorrow it
    745 Commonwealth Avenue, 2nd Floor, Boston, MA, 02215, US
    42.350494 -71.107235
  • Science & Engineering LibraryBorrow it
    38 Cummington Mall, Boston, MA, 02215, US
    42.348472 -71.102257
  • Stone Science LibraryBorrow it
    675 Commonwealth Avenue, Boston, MA, 02445, US
    42.350103 -71.103784
Processing Feedback ...