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A Novel Approach to the Job Shop Scheduling Problem Based on the Deep Q-Network in a Cooperative Multi-Access Edge Computing Ecosystem †

In this study, based on multi-access edge computing (MEC), we provided the possibility of cooperating manufacturing processes. We tried to solve the job shop scheduling problem by applying DQN (deep Q-network), a reinforcement learning model, to this method. Here, to alleviate the overload of comput...

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Detalles Bibliográficos
Autores principales: Moon, Junhyung, Yang, Minyeol, Jeong, Jongpil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8272184/
https://www.ncbi.nlm.nih.gov/pubmed/34283102
http://dx.doi.org/10.3390/s21134553