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Claudio Santiago
Publication Activity (10 Years)
Years Active: 2016-2019
Publications (10 Years): 3
Top Topics
Temporal Difference
Reinforcement Learning
Simulation Model
Initial Stage
Top Venues
CoRR
J. Comput. Biol.
MFI
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Publications
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Brenden K. Petersen
,
Jiachen Yang
,
Will S. Grathwohl
,
Chase Cockrell
,
Claudio Santiago
,
Gary An
,
Daniel M. Faissol
Deep Reinforcement Learning and Simulation as a Path Toward Precision Medicine.
J. Comput. Biol.
26 (6) (2019)
Brenden K. Petersen
,
Jiachen Yang
,
Will S. Grathwohl
,
Chase Cockrell
,
Claudio Santiago
,
Gary An
,
Daniel M. Faissol
Precision medicine as a control problem: Using simulation and deep reinforcement learning to discover adaptive, personalized multi-cytokine therapy for sepsis.
CoRR
(2018)
Richard Wheeler
,
Daniel Faissol
,
Claudio Santiago
,
Thomas Baginski
,
Karl Nelson
Physics and optimal routing for urban radiation source search.
MFI
(2016)