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  • European Conference on Optical Communication (ECOC) 2022
  • Technical Digest Series (Optica Publishing Group, 2022),
  • paper We5.59

Reinforcement-Learning-based Multilayer Path Planning Framework that Designs Grooming, Route, Spectrum, and Operational Mode

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Abstract

We propose a reinforcement-learning-based multilayer path planning framework that designs grooming and optical path parameters. Simulation results show that the proposed method can improve blocking probability by 20 % compared to conventional heuristic methods.

© 2022 The Author(s)

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