Techniques for applying reinforcement learning to routing and wavelength assignment problems in optical fiber communication networks
We propose a novel application of reinforcement learning (RL) with invalid action masking and a novel training methodology for routing and ...
Source: Journal of Optical Communications and Networking - Category: Physics Authors: Josh W. Nevin Sam Nallaperuma Nikita A. Shevchenko Zacharaya Shabka Georgios Zervas Seb J. Savory Source Type: research