A Routing Optimization Method for Software-Defined Optical Transport Networks Based on Ensembles and Reinforcement Learning.

Chen, Junyan; Xiao, Wei; Li, Xinmei; Zheng, Yang; Huang, Xuefeng; Huang, Danli; Wang, Min

Chen, Junyan; Xiao, Wei; Li, Xinmei; Zheng, Yang; Huang, Xuefeng; Huang, Danli; Wang, Min.

Afiliación

Chen J; School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin 541004, China.
Xiao W; School of Computer Science and Engineering, Northeastern University, Shenyang 110819, China.
Li X; School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin 541004, China.
Zheng Y; School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin 541004, China.
Huang X; Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China.
Huang D; School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin 541004, China.
Wang M; School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin 541004, China.

Sensors (Basel) ; 22(21)2022 Oct 24.

Article en En | MEDLINE | ID: mdl-36365836

Asunto(s)

Redes Neurales de la Computación; Programas Informáticos; Algoritmos; Aprendizaje

Palabras clave

deep Q-network; ensemble learning; message-passing neural network; optical transport network; software-defined networking

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Programas Informáticos / Redes Neurales de la Computación Idioma: En Revista: Sensors (Basel) Año: 2022 Tipo del documento: Article País de afiliación: China

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