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ANOVA approximation for high-dimensional control systems

Kircheis, Melanie et al.
arXiv (All) · Papers
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optimization-and-control
We study the data-driven approximation of control-affine systems, where the drift and each control vector field exhibit a low-dimensional structure. While the ANOVA (ANalysis Of VAriance) decomposition is tailored to low-dimensional structures, a straightforward implementation does not exploit contr
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