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Explore More and Improve Regret in Linear Quadratic Regulators., , , и . CoRR, (2020)CEM-GD: Cross-Entropy Method with Gradient Descent Planner for Model-Based Reinforcement Learning., , , , и . CoRR, (2021)Stochastic Mirror Descent on Overparameterized Nonlinear Models: Convergence, Implicit Regularization, and Generalization., , и . CoRR, (2019)Adaptive Control and Regret Minimization in Linear Quadratic Gaussian (LQG) Setting., , , и . ACC, стр. 2517-2522. IEEE, (2021)Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems., , , и . AISTATS, том 151 из Proceedings of Machine Learning Research, стр. 5354-5390. PMLR, (2022)Regret-Optimal Full-Information Control., , , и . CoRR, (2021)Thompson Sampling Achieves Õ(√T) Regret in Linear Quadratic Control., , , , и . CoRR, (2022)Optimal Competitive-Ratio Control., , и . CoRR, (2022)Model Learning Predictive Control in Nonlinear Dynamical Systems., , , и . CDC, стр. 757-762. IEEE, (2021)A Study of Generalization of Stochastic Mirror Descent Algorithms on Overparameterized Nonlinear Models., , и . ICASSP, стр. 3132-3136. IEEE, (2020)