Počet záznamů: 1

Decision Making with Imperfect Decision Makers

  1. 1.
    0364848 RIV DE eng B - Monografie kniha jako celek
    Guy, Tatiana Valentine (ed.) - Kárný, Miroslav (ed.) - Wolpert, D. (ed.)
    Decision Making with Imperfect Decision Makers.
    Berlin: Springer, 2012. 210 s. Intelligent Systems Reference Library, Vol. 28. ISBN 978-3-642-24646-3
    Grant CEP: GA ČR GA102/08/0567
    Výzkumný záměr: CEZ:AV0Z10750506
    Klíčová slova: Decision Making * Imperfect Decision Makers * Intelligent Systems
    Kód oboru RIV: BC - Teorie a systémy řízení

    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.
    Trvalý link: http://hdl.handle.net/11104/0200224