58 citations · 72 across the 4 of their papers we have counts for
Showing 2020 · cs.LGShow all
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cs.LG2020★ 8 cited
Making Non-Stochastic Control (Almost) as Easy as Stochastic
Max Simchowitz
Recent literature has made much progress in understanding \emph{online LQR}: a modern learning-theoretic take on the classical control problem in which a learner attempts to optima…
cs.LG2020★ 58 cited
Improper Learning for Non-Stochastic Control
Max Simchowitz, Karan Singh, Elad Hazan
We consider the problem of controlling a possibly unknown linear dynamical system with adversarial perturbations, adversarially chosen convex loss functions, and partially observed…