Reinforcement learning for path planning of free-floating space robotic manipulator with collision avoidance and observation noise

This study introduces a novel approach for the path planning of a 6-degree-of-freedom free-floating space robotic manipulator, focusing on collision and obstacle avoidance through reinforcement learning. It addresses the challenges of dynamic coupling between the spacecraft and the robotic manipulat...

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Detalles Bibliográficos
Autores principales: Ahmad Al Ali, Zheng H. Zhu
Formato: Artículo
Lenguaje:English
Publicado: Frontiers Media S.A. 2024-05-01
Colección:Frontiers in Control Engineering
Materias:
Acceso en línea:https://www.frontiersin.org/articles/10.3389/fcteg.2024.1394668/full