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Decision Making: Uncertainty, Imperfection, Deliberation and Scalability (Hardcover, 2015 ed.)
Loot Price: R3,662
Discovery Miles 36 620
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Decision Making: Uncertainty, Imperfection, Deliberation and Scalability (Hardcover, 2015 ed.)
Series: Studies in Computational Intelligence, 538
Expected to ship within 10 - 15 working days
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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.
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