Hierarchical motor control in mammals and machines

Recent research in motor neuroscience has focused on optimal feedback control of single, simple tasks while robotics and AI are making progress towards flexible movement control in complex environments employing hierarchical control strategies. Here, the authors argue for a return to hierarchical mo...

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Autores principales: Josh Merel, Matthew Botvinick, Greg Wayne
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2019
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Acceso en línea:https://doaj.org/article/4d333d059336493bbf54a9111276daeb
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spelling oai:doaj.org-article:4d333d059336493bbf54a9111276daeb2021-12-02T17:32:56ZHierarchical motor control in mammals and machines10.1038/s41467-019-13239-62041-1723https://doaj.org/article/4d333d059336493bbf54a9111276daeb2019-12-01T00:00:00Zhttps://doi.org/10.1038/s41467-019-13239-6https://doaj.org/toc/2041-1723Recent research in motor neuroscience has focused on optimal feedback control of single, simple tasks while robotics and AI are making progress towards flexible movement control in complex environments employing hierarchical control strategies. Here, the authors argue for a return to hierarchical models of motor control in neuroscience.Josh MerelMatthew BotvinickGreg WayneNature PortfolioarticleScienceQENNature Communications, Vol 10, Iss 1, Pp 1-12 (2019)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Josh Merel
Matthew Botvinick
Greg Wayne
Hierarchical motor control in mammals and machines
description Recent research in motor neuroscience has focused on optimal feedback control of single, simple tasks while robotics and AI are making progress towards flexible movement control in complex environments employing hierarchical control strategies. Here, the authors argue for a return to hierarchical models of motor control in neuroscience.
format article
author Josh Merel
Matthew Botvinick
Greg Wayne
author_facet Josh Merel
Matthew Botvinick
Greg Wayne
author_sort Josh Merel
title Hierarchical motor control in mammals and machines
title_short Hierarchical motor control in mammals and machines
title_full Hierarchical motor control in mammals and machines
title_fullStr Hierarchical motor control in mammals and machines
title_full_unstemmed Hierarchical motor control in mammals and machines
title_sort hierarchical motor control in mammals and machines
publisher Nature Portfolio
publishDate 2019
url https://doaj.org/article/4d333d059336493bbf54a9111276daeb
work_keys_str_mv AT joshmerel hierarchicalmotorcontrolinmammalsandmachines
AT matthewbotvinick hierarchicalmotorcontrolinmammalsandmachines
AT gregwayne hierarchicalmotorcontrolinmammalsandmachines
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