Bahman Gharesifard
4 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Hot Topic Early Bird
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Conference Pioneer
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Research topics
Keywords
control theory
(2)
universal approximation
(2)
optimal control
(1)
discount factor
(1)
linear quadratic regulator
(1)
regret bound
(1)
uniform approximation
(1)
online control
(1)
approximation theory
(1)
linear quadratic control
(1)
activation function
(1)
residual network
(1)
function evaluation
(1)
riccati equation
(1)
deep residual network
(1)
supremum norm
(1)
neural network
(1)
sample complexity
(1)
control-theoretic interpretation
(1)
neural network optimization
(1)
Papers
Sample Complexity of the Linear Quadratic Regulator: A Reinforcement Learning Lens
JMLR 2025
Training deep residual networks for uniform approximation guarantees
L4DC 2021
Universal approximation power of deep residual neural networks via nonlinear control theory
ICLR 2021
Riccati updates for online linear quadratic control
L4DC 2020