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BoxStacker: Deep Reinforcement Learning for 3D Bin Packing Problem in Virtual Environment of Logistics Systems

Manufacturing systems need to be resilient and self-organizing to adapt to unexpected disruptions, such as product changes or rapid order, in supply chain changes while increasing the automation level of robotized logistics processes to cope with the lack of human experts. Deep Reinforcement Learnin...

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Detalles Bibliográficos
Autores principales: Murdivien, Shokhikha Amalana, Um, Jumyung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10422206/
https://www.ncbi.nlm.nih.gov/pubmed/37571710
http://dx.doi.org/10.3390/s23156928