학술논문
Routing and Spectrum Assignment Based on Reinforcement Learning in Multi-Band Optical Networks
Document Type
Conference
Source
2023 International Conference on Photonics in Switching and Computing (PSC) Photonics in Switching and Computing (PSC), 2023 International Conference on. :1-3 Sep, 2023
Subject
Language
ISSN
2166-8892
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%.