Dynamic Modulation Format and Wavelength Assignment in Optical Networks using Reinforcement Learning

Abstract

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.