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Bibliografie

Conference Paper (international conference)

A unified view on roots of imperfection

Kárný Miroslav

: Preprints of the 3rd International Workshop on Scalable Decision Making held in conjunction with ECML/PKDD 2013 , Eds: Guy Tatiana V., Kárný Miroslav

: The 3rd International Workshop on Scalable Decision Making: Uncertainty, Imperfection, Deliberation held in conjunction with ECML/PKDD 2013, (Prague, CZ, 23.09.2013-23.09.2013)

: GA13-13502S, GA ČR

: unified view, roots of imperfection

: http://library.utia.cas.cz/separaty/2013/AS/karny-a unified view on roots of imperfection.pdf

(eng): 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.

: BB

07.01.2019 - 08:39