[其他] ICML-Online Policy Gradient for Model Free Learning of Linear Quadratic Reg ... [推广有奖]

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发表于 2025-7-28 08:31:04 |AI写论文

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Online Policy Gradient for Model Free
                           √Learning
         of Linear Quadratic Regulators with T Regret

                     Asaf Cassel 1 Tomer Koren 1 2

         Abstract             Model-based methods, which perform planning based on a
We consider the task of learning to control a lin- system identification procedure that estimates the transition
ear dynamical system under fixed quadratic costs, matrices, have been studied extensively ...