Suppr超能文献

感觉运动控制中的风险敏感性。

Risk-sensitivity in sensorimotor control.

作者信息

Braun Daniel A, Nagengast Arne J, Wolpert Daniel M

机构信息

Computational and Biological Learning Laboratory, Department of Engineering, University of Cambridge Cambridge, UK.

出版信息

Front Hum Neurosci. 2011 Jan 24;5:1. doi: 10.3389/fnhum.2011.00001. eCollection 2011.

Abstract

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.

摘要

理论神经科学的最新进展表明,运动控制可被视为一个连续的决策过程,其中不确定性起着关键作用。决策者可能会对这种不确定性表现出风险敏感性,因为他们不仅会考虑结果的平均回报,还会考虑回报的变异性。尽管这种风险敏感性在心理学和经济学中是一个已被充分证实的现象,但在运动控制领域却鲜有研究。事实上,诸如最优反馈控制等运动控制的主流理论假定,运动行为可以解释为对给定预期回报或成本的优化。在此,我们回顾相关证据,证明人类在运动行为中表现出风险敏感性,从而表明对“运动成本”变异性的敏感性。此外,我们还讨论了如何将风险敏感性纳入运动控制的最优反馈控制模型。我们得出结论,风险敏感性是理解不确定性下个体运动行为的一个重要概念。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e6b1/3028548/bf7a1080366c/fnhum-05-00001-g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验