Josh W. Nevin

According to our database, Josh W. Nevin authored at least 4 papers between 2021 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Techniques for applying reinforcement learning to routing and wavelength assignment problems in optical fiber communication networks.

Josh W. Nevin, Sam Nallaperuma, Nikita A. Shevchenko, Zacharaya Shabka, Georgios Zervas, Seb J. Savory

JOCN, 2022

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

Gaussian Process-Driven History Matching for Physical Layer Parameter Estimation in Optical Fiber Communication Networks.

Josh W. Nevin, Sam Nallaperuma, Seb J. Savory

CoRR, 2022

2021

Analysis of the Extremes of SNR Time Series Data Using Extreme Value Statistics.

Josh W. Nevin, Seb J. Savory

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021