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Certified Neural Approximation of Robust Nonlinear Model Predictive Control

Alsmeier, Hendrik et al.
arXiv (All) · Papers
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machine-learningsystems-and-control
Model predictive control is a high-performance control method, but it incurs comparatively high online computational costs across many control tasks and is challenging to realize in low-level hardware settings. To address this, we present a framework for generating neural network controllers that pr
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