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Marcus Aloysius Pereira
Publication Activity (10 Years)
Years Active: 2020-2021
Publications (10 Years): 2
Top Topics
Stochastic Search
Convex Optimization
Optimal Control
Infinite Horizon
Top Venues
CoRR
ICLR
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Publications
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Ioannis Exarchos
,
Marcus Aloysius Pereira
,
Ziyi Wang
,
Evangelos A. Theodorou
NOVAS: Non-convex Optimization via Adaptive Stochastic Search for End-to-end Learning and Control.
ICLR
(2021)
Marcus Aloysius Pereira
,
Ziyi Wang
,
Ioannis Exarchos
,
Evangelos A. Theodorou
Safe Optimal Control Using Stochastic Barrier Functions and Deep Forward-Backward SDEs.
CoRR
(2020)