Název:
A unified view on roots of imperfection
Autoři:
Kárný, Miroslav Typ dokumentu: Příspěvky z konference Konference/Akce: The 3rd International Workshop on Scalable Decision Making: Uncertainty, Imperfection, Deliberation held in conjunction with ECML/PKDD 2013, Prague (CZ), 2013-09-23 / 2013-09-23
Rok:
2013
Jazyk:
eng
Abstrakt: 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.
Klíčová slova:
roots of imperfection; unified view Číslo projektu: GA13-13502S (CEP) Poskytovatel projektu: GA ČR Zdrojový dokument: Preprints of the 3rd International Workshop on Scalable Decision Making held in conjunction with ECML/PKDD 2013, ISBN 978-80-903834-8-7