Marcus Pereira
4 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Gold
π
Renaissance Researcher
(5)
π
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
stochastic optimal control
(3)
recurrent neural network
(2)
forward-backward stochastic differential equation
(2)
linear quadratic regulator
(1)
decision making under uncertainty
(1)
diffusion model
(1)
inverse problem
(1)
long short-term memory
(1)
deep neural network
(1)
stochastic differential equation
(1)
score network
(1)
deep rl
(1)
hamilton-jacobi-bellman equation
(1)
neural network
(1)
iterative linear quadratic regulator
(1)
stochastic barrier function
(1)
differentiable convex optimization
(1)
image reconstruction
(1)
safe trajectory optimization
(1)
optimal control
(1)
Papers
Solving Inverse Problems via Diffusion Optimal Control
NeurIPS 2024
Feynman-Kac Neural Network Architectures for Stochastic Control Using Second-Order FBSDE Theory
L4DC 2020
Safe Optimal Control Using Stochastic Barrier Functions and Deep Forward-Backward SDEs
CoRL 2020
Learning Deep Stochastic Optimal Control Policies Using Forward-Backward SDEs
RSS 2019