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The Role of Variability in Motor Learning
Annual Review of Neuroscience ( IF 13.9 ) Pub Date : 2017-08-03 00:00:00 , DOI: 10.1146/annurev-neuro-072116-031548
Ashesh K Dhawale 1, 2 , Maurice A Smith 2, 3 , Bence P Ölveczky 1, 2
Affiliation  

Trial-to-trial variability in the execution of movements and motor skills is ubiquitous and widely considered to be the unwanted consequence of a noisy nervous system. However, recent studies have suggested that motor variability may also be a feature of how sensorimotor systems operate and learn. This view, rooted in reinforcement learning theory, equates motor variability with purposeful exploration of motor space that, when coupled with reinforcement, can drive motor learning. Here we review studies that explore the relationship between motor variability and motor learning in both humans and animal models. We discuss neural circuit mechanisms that underlie the generation and regulation of motor variability and consider the implications that this work has for our understanding of motor learning.

中文翻译:


可变性在运动学习中的作用

运动执行和运动技能的试验间差异是普遍存在的,并且被广泛认为是嘈杂的神经系统带来的不良后果。然而,最近的研究表明,运动变异性也可能是感觉运动系统如何运作和学习的一个特征。这种观点植根于强化学习理论,将运动变异性等同于对运动空间的有目的地探索,当与强化相结合时,可以驱动运动学习。在这里,我们回顾了探索人类和动物模型中运动变异性与运动学习之间关系的研究。我们讨论了运动变异性产生和调节的神经回路机制,并考虑了这项工作对我们理解运动学习的影响。

更新日期:2017-08-03
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