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The Task Decomposition and Dedicated Reward-System-Based Reinforcement Learning Algorithm for Pick-and-Place

This paper proposes a task decomposition and dedicated reward-system-based reinforcement learning algorithm for the Pick-and-Place task, which is one of the high-level tasks of robot manipulators. The proposed method decomposes the Pick-and-Place task into three subtasks: two reaching tasks and one...

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Detalles Bibliográficos
Autores principales: Kim, Byeongjun, Kwon, Gunam, Park, Chaneun, Kwon, Nam Kyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10296071/
https://www.ncbi.nlm.nih.gov/pubmed/37366835
http://dx.doi.org/10.3390/biomimetics8020240

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