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Deluca – A Differentiable Control Library: Environments, Methods, and Benchmarking
We present an open-source library of natively differentiable physics and...
02/19/2021 ∙ by Paula Gradu, et al. ∙
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Machine Learning for Mechanical Ventilation Control
We consider the problem of controlling an invasive mechanical ventilator...
02/12/2021 ∙ by Daniel Suo, et al. ∙
14
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Non-Stochastic Control with Bandit Feedback
We study the problem of controlling a linear dynamical system with adver...
08/12/2020 ∙ by Paula Gradu, et al. ∙
0
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Adaptive Regret for Control of Time-Varying Dynamics
We consider regret minimization for online control with time-varying lin...
07/08/2020 ∙ by Paula Gradu, et al. ∙
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