18 citations · 41 across the 7 of their papers we have counts for
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math.OC2019
Data-driven Predictive Control for a Class of Uncertain Control-Affine Systems
Dan Li, Dariush Fooladivanda, Sonia Martinez
This paper studies a data-driven predictive control for a class of control-affine systems which is subject to uncertainty. With the accessibility to finite sample measurements of t…
math.OC2019★ 5 cited
Data assimilation and online optimization with performance guarantees
Dan Li, Sonia Martinez
This paper considers a class of real-time stochastic optimization problems dependent on an unknown probability distribution. In the considered scenario, data is streaming frequentl…