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Conferences > ECEOC > 2022 > Tu5 > Tu5.63
  • European Conference on Optical Communication (ECOC) 2022
  • Technical Digest Series (Optica Publishing Group, 2022),
  • paper Tu5.63

Routing and Spectrum Assignment Assisted by Reinforcement Learning in Multi-band Optical Networks

Abdennour Ben Terki, Joao Pedro, Antonio Eira, Antonio Napoli, and Nicola Sambo

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Abstract

Routing and spectrum assignment strategies exploiting Reinforcement Learning are investigated for multi-band optical networks. Generalized Signal to Noise Ratio accounting for Stimulated Raman Scattering is estimated driving modulation format selection. Simulations show that RL may reduce the blocking probability by one order of magnitude.

© 2022 The Author(s)

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