Suppr超能文献

与奖励相比,惩罚会导致更大的感觉运动学习,但运动变化性更小。

Punishment Leads to Greater Sensorimotor Learning But Less Movement Variability Compared to Reward.

机构信息

Department of Mechanical Engineering, University of Delaware, United States.

Department of Biomedical Engineering, University of Delaware, United States.

出版信息

Neuroscience. 2024 Mar 5;540:12-26. doi: 10.1016/j.neuroscience.2024.01.004. Epub 2024 Jan 12.

Abstract

When a musician practices a new song, hitting a correct note sounds pleasant while striking an incorrect note sounds unpleasant. Such reward and punishment feedback has been shown to differentially influence the ability to learn a new motor skill. Recent work has suggested that punishment leads to greater movement variability, which causes greater exploration and faster learning. To further test this idea, we collected 102 participants over two experiments. Unlike previous work, in Experiment 1 we found that punishment did not lead to faster learning compared to reward (n = 68), but did lead to a greater extent of learning. Surprisingly, we also found evidence to suggest that punishment led to less movement variability, which was related to the extent of learning. We then designed a second experiment that did not involve adaptation, allowing us to further isolate the influence of punishment feedback on movement variability. In Experiment 2, we again found that punishment led to significantly less movement variability compared to reward (n = 34). Collectively our results suggest that punishment feedback leads to less movement variability. Future work should investigate whether punishment feedback leads to a greater knowledge of movement variability and or increases the sensitivity of updating motor actions.

摘要

当音乐家练习一首新歌时,弹出正确的音符听起来悦耳,而弹出错误的音符则听起来刺耳。这种奖励和惩罚反馈已被证明可以不同程度地影响学习新运动技能的能力。最近的研究表明,惩罚会导致更大的运动变化,从而促进更广泛的探索和更快的学习。为了进一步验证这一观点,我们在两个实验中收集了 102 名参与者的数据。与之前的研究不同,在实验 1 中,我们发现与奖励相比,惩罚并没有导致更快的学习(n=68),但确实导致了更大程度的学习。令人惊讶的是,我们还发现了一些证据表明,惩罚会导致运动变化更小,这与学习程度有关。然后,我们设计了第二个不涉及适应的实验,从而可以进一步分离惩罚反馈对运动变化的影响。在实验 2 中,我们再次发现与奖励相比,惩罚会导致运动变化显著减少(n=34)。总的来说,我们的结果表明,惩罚反馈会导致运动变化更小。未来的研究应该调查惩罚反馈是否会导致对运动变化的更多了解,或者是否会增加更新运动动作的敏感性。

相似文献

6
Reward and punishment enhance motor adaptation in stroke.奖励和惩罚可增强脑卒中后的运动适应。
J Neurol Neurosurg Psychiatry. 2017 Sep;88(9):730-736. doi: 10.1136/jnnp-2016-314728. Epub 2017 Apr 4.
8
Differential motor learning via reward and punishment.通过奖励和惩罚进行差异化运动学习。
Q J Exp Psychol (Hove). 2020 Feb;73(2):249-259. doi: 10.1177/1747021819871173. Epub 2019 Aug 17.

本文引用的文献

7
Failure induces task-irrelevant exploration during a stencil task.失败会在模板任务中诱导出与任务无关的探索。
Exp Brain Res. 2023 Feb;241(2):677-686. doi: 10.1007/s00221-023-06548-2. Epub 2023 Jan 20.
9
Clustering analysis of movement kinematics in reinforcement learning.强化学习中运动运动学的聚类分析。
J Neurophysiol. 2022 Feb 1;127(2):341-353. doi: 10.1152/jn.00229.2021. Epub 2021 Dec 22.

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