Abstract: We present a local minimax lower bound on the excess cost of designing a linear-quadratic controller from offline data. The bound is valid for any offline exploration policy that consists of ...

Abstract: We consider the partially observed linear-quadratic (LQ) optimal control problem for mean-field type stochastic systems driven by Brownian motion. The control does not have access to ...

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Department of Mathematics, School of Advanced Sciences, Vellore Institute of Technology, Chennai, India Introduction: The increasing incidence and high mortality rate of necrotizing fasciitis (NF), a ...

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