Počet záznamů: 1
Decision Making: Uncertainty, Imperfection, Deliberation and Scalability
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SYSNO ASEP 0436369 Druh ASEP B - Monografie Zařazení RIV Záznam nebyl označen do RIV Název Decision Making: Uncertainty, Imperfection, Deliberation and Scalability Tvůrce(i) Guy, Tatiana Valentine (UTIA-B ed.) RID, ORCID
Kárný, Miroslav (UTIA-B ed.) RID, ORCID
Wolpert, D. H. (ed. US)Celkový počet autorů 3 Vyd. údaje Cham: Springer, 2014 ISBN 978-3-319-15143-4 Edice Studies in Computational Intelligence Č. sv. edice 538 Poč.str. 201 s. Forma vydání Tištěná - P Jazyk dok. eng - angličtina Země vyd. CH - Švýcarsko Klíč. slova decision making ; imperfection ; non-rationality Vědní obor RIV BB - Aplikovaná statistika, operační výzkum CEP GA13-13502S GA ČR - Grantová agentura ČR Institucionální podpora UTIA-B - RVO:67985556 Anotace This volume focuses on uncovering the fundamental forces underlying dynamic decision making among multiple interacting, imperfect and selfish decision makers. The chapters are written by leading experts from different disciplines, all considering the many sources of imperfection in decision making, and always with an eye to decreasing the myriad discrepancies between theory and real world human decision making. Topics addressed include uncertainty, deliberation cost and the complexity arising from the inherent large computational scale of decision making in these systems. In particular, analyses and experiments are presented which concern: task allocation to maximize “the wisdom of the crowd”; design of a society of “edutainment” robots who account for one anothers’ emotional states; recognizing and counteracting seemingly non-rational human decision making; coping with extreme scale when learning causality in networks; efficiently incorporating expert knowledge in personalized medicine; the effects of personality on risky decision making. The volume is a valuable source for researchers, graduate students and practitioners in machine learning, stochastic control, robotics, and economics, among other fields. Pracoviště Ústav teorie informace a automatizace Kontakt Markéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201. Rok sběru 2015
Počet záznamů: 1