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Model-Based Control of Soft Actuators Using Learned Non-linear Discrete-Time Models

Soft robots have the potential to significantly change the way that robots interact with the environment and with humans. However, accurately modeling soft robot and soft actuator dynamics in order to perform model-based control can be extremely difficult. Deep neural networks are a powerful tool fo...

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Detalles Bibliográficos
Publicado en:Front Robot AI
Main Authors: Hyatt, Phillip, Wingate, David, Killpack, Marc D.
Formato: Artigo
Idioma:Inglês
Publicado: Frontiers Media S.A. 2019
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7805923/
https://ncbi.nlm.nih.gov/pubmed/33501038
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/frobt.2019.00022
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