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Controlling the Solo12 quadruped robot with deep reinforcement learning

Quadruped robots require robust and general locomotion skills to exploit their mobility potential in complex and challenging environments. In this work, we present an implementation of a robust end-to-end learning-based controller on the Solo12 quadruped. Our method is based on deep reinforcement le...

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Detalles Bibliográficos
Autores principales: Aractingi, Michel, Léziart, Pierre-Alexandre, Flayols, Thomas, Perez, Julien, Silander, Tomi, Souères, Philippe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10366154/
https://www.ncbi.nlm.nih.gov/pubmed/37488193
http://dx.doi.org/10.1038/s41598-023-38259-7