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Communication Dans Un Congrès Année : 2021

Dynamic modulation format and wavelength assignment in optical networks using reinforcement learning

Résumé

In this paper, we present the strategy we have adopted to reduce the adding or dropping channel blocking probability using reinforcement learning in comparison with other methods. We demonstrate 27 % reduction with 40 % channel load.
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Dates et versions

hal-04312830 , version 1 (28-11-2023)

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Maria José Freire Hermelo, Antoine Lavignotte, Catherine Lepers. Dynamic modulation format and wavelength assignment in optical networks using reinforcement learning. Photonic Networks and Devices (Networks), Jul 2021, Washington, United States. pp.NeF2B.4, ⟨10.1364/NETWORKS.2021.NeF2B.4⟩. ⟨hal-04312830⟩
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