Interpreting multi-objective reinforcement learning for routing and wavelength assignment in optical networks. - Sam Nallaperuma; Zelin Gan; Josh W. Nevin; Mykyta S. Klymenko; Seb J. Savory (JOCN, 2022)

Fast and Accurate DNN-Based Approach in Maximizing Ultra-Wideband Fiber-Optic Systems Throughput. - Zelin Gan; Mykyta S. Klymenko; Sam Nallaperuma Herzberg; Seb J. Savory (OFC, 2024)