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Josh W. Nevin
ORCID
Publication Activity (10 Years)
Years Active: 2021-2022
Publications (10 Years): 4
Top Topics
Optical Fiber
Top Venues
JOCN
CoRR
OFC
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Publications
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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) (2022)
Josh W. Nevin
,
Sam Nallaperuma
,
Seb J. Savory
Gaussian Process-Driven History Matching for Physical Layer Parameter Estimation in Optical Fiber Communication Networks.
CoRR
(2022)
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) (2022)
Josh W. Nevin
,
Seb J. Savory
Analysis of the Extremes of SNR Time Series Data Using Extreme Value Statistics.
OFC
(2021)