Decision Making: Uncertainty, Imperfection, Deliberation and Scalability

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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Decision Making Uncertainty Imperfection Deliberation And Scalability


Decision Making Uncertainty Imperfection Deliberation And Scalability Download Now

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Author by : Tatiana V. Guy
Languange Used : en
Release Date : 2015-02-09
Publisher by : Springer






Computational Linguistics And Intelligent Text Processing


Computational Linguistics And Intelligent Text Processing Download Now

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Author by : Alexander Gelbukh
Languange Used : en
Release Date : 2018-10-09
Publisher by : Springer






Statistics And Causality


Statistics And Causality Download Now

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Author by : Wolfgang Wiedermann
Languange Used : en
Release Date : 2016-06-07
Publisher by : John Wiley & Sons






On The Move To Meaningful Internet Systems Otm 2018 Conferences


On The Move To Meaningful Internet Systems Otm 2018 Conferences Download Now

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Author by : Hervé Panetto
Languange Used : en
Release Date : 2018-10-17
Publisher by : Springer






Decision Making With Imperfect Decision Makers


Decision Making With Imperfect Decision Makers Download Now

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Author by : Tatiana Valentine Guy
Languange Used : en
Release Date : 2011-11-13
Publisher by : Springer Science & Business Media






Framing Decisions


Framing Decisions Download Now

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Author by : J. Davidson Frame
Languange Used : en
Release Date : 2012-10-15
Publisher by : John Wiley & Sons






Creating Adaptive Policies


Creating Adaptive Policies Download Now

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Author by : Darren Swanson
Languange Used : en
Release Date : 2009-09-04
Publisher by : IDRC






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