@inproceedings{93a57fae333243bdb19c890048510315,
title = "MAGC-RSA: Multi-Agent Graph Convolutional Reinforcement Learning for Distributed Routing and Spectrum Assignment in Elastic Optical Networks",
abstract = "This paper proposes MAGC-RSA, a Multi-Agent Graph Convolutional Reinforcement Learning approach, to solve the Routing and Spectrum Assignment (RSA) problem in a distributed manner. A blocking probability reduction of 80\% can be achieved compared to the Shortest Path First-Fit approach.",
author = "Quang, \{Huy Tran\} and Omar Houidi and Javier Errea-Moreno and Dominique Verchere and Djamal Zeghlache",
note = "Publisher Copyright: {\textcopyright} 2022 Optica.; 2022 European Conference on Optical Communication, ECOC 2022 ; Conference date: 18-09-2022 Through 22-09-2022",
year = "2022",
month = jan,
day = "1",
language = "English",
series = "2022 European Conference on Optical Communication, ECOC 2022",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "2022 European Conference on Optical Communication, ECOC 2022",
}