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02/16/2022
Online Control of Unknown Time-Varying Dynamical Systems
We study online control of time-varying linear systems with unknown dyna...
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11/19/2021
Machine Learning for Mechanical Ventilation Control (Extended Abstract)
Mechanical ventilation is one of the most widely used therapies in the I...
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10/15/2021
Provable Regret Bounds for Deep Online Learning and Control
The use of deep neural networks has been highly successful in reinforcem...
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02/12/2021
Machine Learning for Mechanical Ventilation Control
We consider the problem of controlling an invasive mechanical ventilator...
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07/08/2020
Adaptive Regret for Control of Time-Varying Dynamics
We consider regret minimization for online control with time-varying lin...
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01/30/2020