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Risk-Sensitivity in Sensorimotor Control

Recent advances in theoretical neuroscience suggest that motor control can be considered as a continuous decision-making process in which uncertainty plays a key role. Decision-makers can be risk-sensitive with respect to this uncertainty in that they may not only consider the average payoff of an o...

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Detalles Bibliográficos
Autores principales: Braun, Daniel A., Nagengast, Arne J., Wolpert, Daniel M.
Formato: Texto
Lenguaje:English
Publicado: Frontiers Research Foundation 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3028548/
https://www.ncbi.nlm.nih.gov/pubmed/21283556
http://dx.doi.org/10.3389/fnhum.2011.00001
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author Braun, Daniel A.
Nagengast, Arne J.
Wolpert, Daniel M.
author_facet Braun, Daniel A.
Nagengast, Arne J.
Wolpert, Daniel M.
author_sort Braun, Daniel A.
collection PubMed
description Recent advances in theoretical neuroscience suggest that motor control can be considered as a continuous decision-making process in which uncertainty plays a key role. Decision-makers can be risk-sensitive with respect to this uncertainty in that they may not only consider the average payoff of an outcome, but also consider the variability of the payoffs. Although such risk-sensitivity is a well-established phenomenon in psychology and economics, it has been much less studied in motor control. In fact, leading theories of motor control, such as optimal feedback control, assume that motor behaviors can be explained as the optimization of a given expected payoff or cost. Here we review evidence that humans exhibit risk-sensitivity in their motor behaviors, thereby demonstrating sensitivity to the variability of “motor costs.” Furthermore, we discuss how risk-sensitivity can be incorporated into optimal feedback control models of motor control. We conclude that risk-sensitivity is an important concept in understanding individual motor behavior under uncertainty.
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spelling pubmed-30285482011-01-31 Risk-Sensitivity in Sensorimotor Control Braun, Daniel A. Nagengast, Arne J. Wolpert, Daniel M. Front Hum Neurosci Neuroscience Recent advances in theoretical neuroscience suggest that motor control can be considered as a continuous decision-making process in which uncertainty plays a key role. Decision-makers can be risk-sensitive with respect to this uncertainty in that they may not only consider the average payoff of an outcome, but also consider the variability of the payoffs. Although such risk-sensitivity is a well-established phenomenon in psychology and economics, it has been much less studied in motor control. In fact, leading theories of motor control, such as optimal feedback control, assume that motor behaviors can be explained as the optimization of a given expected payoff or cost. Here we review evidence that humans exhibit risk-sensitivity in their motor behaviors, thereby demonstrating sensitivity to the variability of “motor costs.” Furthermore, we discuss how risk-sensitivity can be incorporated into optimal feedback control models of motor control. We conclude that risk-sensitivity is an important concept in understanding individual motor behavior under uncertainty. Frontiers Research Foundation 2011-01-24 /pmc/articles/PMC3028548/ /pubmed/21283556 http://dx.doi.org/10.3389/fnhum.2011.00001 Text en Copyright © 2011 Braun, Nagengast and Wolpert. http://www.frontiersin.org/licenseagreement This is an open-access article subject to an exclusive license agreement between the authors and Frontiers Media SA, which permits unrestricted use, distribution, and reproduction in any medium, provided the original authors and source are credited.
spellingShingle Neuroscience
Braun, Daniel A.
Nagengast, Arne J.
Wolpert, Daniel M.
Risk-Sensitivity in Sensorimotor Control
title Risk-Sensitivity in Sensorimotor Control
title_full Risk-Sensitivity in Sensorimotor Control
title_fullStr Risk-Sensitivity in Sensorimotor Control
title_full_unstemmed Risk-Sensitivity in Sensorimotor Control
title_short Risk-Sensitivity in Sensorimotor Control
title_sort risk-sensitivity in sensorimotor control
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3028548/
https://www.ncbi.nlm.nih.gov/pubmed/21283556
http://dx.doi.org/10.3389/fnhum.2011.00001
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