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Joshua K. Lynch
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 3
Top Topics
Reinforcement Learning
Protein Protein Interactions
Action Space
Automated Image Analysis
Top Venues
Mach. Learn. Sci. Technol.
XLOOP@SC
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Publications
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Phillip M. Maffettone
,
Daniel B. Allan
,
Stuart I. Campbell
,
Matthew R. Carbone
,
Thomas A. Caswell
,
Brian L. DeCost
,
Dmitri Gavrilov
,
Marcus D. Hanwell
,
Howie Joress
,
Joshua K. Lynch
,
Bruce Ravel
,
Stuart B. Wilkins
,
Jakub Wlodek
,
Daniel Olds
Self-driving Multimodal Studies at User Facilities.
CoRR
(2023)
Phillip M. Maffettone
,
Joshua K. Lynch
,
Thomas A. Caswell
,
Clara E. Cook
,
Stuart I. Campbell
,
Daniel Olds
Gaming the beamlines - employing reinforcement learning to maximize scientific outcomes at large-scale user facilities.
Mach. Learn. Sci. Technol.
2 (2) (2021)
Daniel Olds
,
Daniel B. Allan
,
Thomas A. Caswell
,
Joshua K. Lynch
,
Phillip M. Maffettone
,
Stuart I. Campbell
Optimizing High- Throughput Capabilities by Leveraging Reinforcement Learning Methods with the Bluesky Suite.
XLOOP@SC
(2021)