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Training an Actor-Critic Reinforcement Learning Controller for Arm Movement Using Human-Generated Rewards

Functional Electrical Stimulation (FES) employs neuroprostheses to apply electrical current to the nerves and muscles of individuals paralyzed by spinal cord injury (SCI) to restore voluntary movement. Neuroprosthesis controllers calculate stimulation patterns to produce desired actions. To date, no...

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Detalhes bibliográficos
Publicado no:IEEE Trans Neural Syst Rehabil Eng
Main Authors: Jagodnik, Kathleen M., Thomas, Philip S., van den Bogert, Antonie J., Branicky, Michael S., Kirsch, Robert F.
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7523734/
https://ncbi.nlm.nih.gov/pubmed/28475063
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TNSRE.2017.2700395
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