Routing and Spectrum Assignment Based on Reinforcement Learning in Multi-Band Optical Networks
Pedro, J. M.
; Eira, A.
Routing and Spectrum Assignment Based on Reinforcement Learning in Multi-Band Optical Networks, Proc International Conf. on Photonics in Switching - PS, Mantova, Italy, Vol. , pp. - , September, 2023.
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Abstract
A routing and spectrum assignment strategy based on Reinforcement Learning (RL-RSA) is proposed for multi-band optical networks. RL-RSA accounts for Stimulated Raman Scattering using the Generalized Gaussian Noise model. Simulation results show that RL-RSA increases the throughput by 20%.
