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: Source Type: research