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: This paper focuses on the Inverse Stochastic Optimal Control (ISOC) problem for linear-quadratic Gaussian (LQG) tracking control, which defines and solves the problem of identifying the ...

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