0396803 20240103203028.020131009235959.9 1 s. E cav_un_epca*0396446978-80-903834-8-7PragueInstitute of Information Theory and Automation2013GuyTatiana V.KárnýMiroslav unified view roots of imperfection cav_un_auth*0101124 Kárný Miroslav Adaptivní systémy Department of Adaptive Systems AS AS UTIA-B Department of Adaptive Systems Ústav teorie informace a automatizace AV ČR, v. v. i. http://library.utia.cas.cz/separaty/2013/AS/karny-a unified view on roots of imperfection.pdf GA13-13502S GA ČR cav_un_auth*0292725 Decision making (DM), broadly interpreted as an active choice among alternatives, is ubiquitous. A range of normative theories has arisen aiming at support and analysis of DM. Classical Savage's axiomatisation led to Bayesian DM, which suits DM with a non-negligible uncertainty. Observed discrepancies between recommendations of the normative theory and DM practice represent the major challenge of the related research. The talk discusses these discrepancies, and: a) respects the presence of imperfect decision maker; b) considers neglecting of importance of closed-loop behaviour as their major cause; c) provides tasks where a) and b) do matter and where a unified view on imperfection roots can help. cav_un_auth*0294526 The 3rd International Workshop on Scalable Decision Making: Uncertainty, Imperfection, Deliberation held in conjunction with ECML/PKDD 2013 Prague 23.09.2013-23.09.2013 CZ 2014 BB 1 ZP RVO:67985556 http://hdl.handle.net/11104/0224704 1 2013 cav_un_epca*0396446 Preprints of the 3rd International Workshop on Scalable Decision Making held in conjunction with ECML/PKDD 2013 978-80-903834-8-7 Preprints of the 3rd International Workshop on Scalable Decision Making held in conjunction with ECML/PKDD 2013 Prague Institute of Information Theory and Automation 2013 Guy Tatiana V. 340 Kárný Miroslav 340