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Federated Reinforcement Learning for Training Control Policies on Multiple IoT Devices

Reinforcement learning has recently been studied in various fields and also used to optimally control IoT devices supporting the expansion of Internet connection beyond the usual standard devices. In this paper, we try to allow multiple reinforcement learning agents to learn optimal control policy o...

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Detalles Bibliográficos
Autores principales: Lim, Hyun-Kyo, Kim, Ju-Bong, Heo, Joo-Seong, Han, Youn-Hee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7085801/
https://www.ncbi.nlm.nih.gov/pubmed/32121671
http://dx.doi.org/10.3390/s20051359