0436369 20240103205212.320150107235959.9 978-3-319-15143-4 Cham Springer 2014 201 s. P Studies in Computational Intelligence 538 decision making imperfection non-rationality cav_un_auth*0101092 Guy Tatiana Valentine Adaptivní systémy Department of Adaptive Systems AS AS UTIA-B Department of Adaptive Systems K Ústav teorie informace a automatizace AV ČR, v. v. i. cav_un_auth*0101124 Kárný Miroslav Adaptivní systémy Department of Adaptive Systems AS AS UTIA-B Department of Adaptive Systems S Ústav teorie informace a automatizace AV ČR, v. v. i. cav_un_auth*0287657 Wolpert D. H. US S GA13-13502S GA ČR cav_un_auth*0292725 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. 2015 BB 3 RVO:67985556 http://hdl.handle.net/11104/0242040 S 2014 2014 Cham Springer 978-3-319-15143-4