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Josh W. Nevin

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2022
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Josh W. Nevin, Sam Nallaperuma, Nikita A. Shevchenko, Zacharaya Shabka, Georgios Zervas, Seb J. Savory:
Techniques for applying reinforcement learning to routing and wavelength assignment problems in optical fiber communication networks. JOCN 14(9): 733-748 (2022)
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Sam Nallaperuma, Zelin Gan, Josh W. Nevin, Mykyta S. Klymenko, Seb J. Savory:
Interpreting multi-objective reinforcement learning for routing and wavelength assignment in optical networks. JOCN 15(8): 497-506 (2022)
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Josh W. Nevin, Sam Nallaperuma, Seb J. Savory:
Gaussian Process-Driven History Matching for Physical Layer Parameter Estimation in Optical Fiber Communication Networks. CoRR abs/2202.11700 (2022)
2021
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Josh W. Nevin, Seb J. Savory:
Analysis of the Extremes of SNR Time Series Data Using Extreme Value Statistics. OFC 2021: 1-3

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