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eess.SY2024
Data-Based Efficient Off-Policy Stabilizing Optimal Control Algorithms for Discrete-Time Linear Systems via Damping Coefficients
Dongdong Li, Jiuxiang Dong
Policy iteration is one of the classical frameworks of reinforcement learning, which requires a known initial stabilizing control. However, finding the initial stabilizing control…
eess.SY2024
Optimal Set-Membership Smoothing
Yudong Li, Yirui Cong, Xiangyun Zhou +1
This article studies the Set-Membership Smoothing (SMSing) problem for non-stochastic Hidden Markov Models. By adopting the mathematical concept of uncertain variables, an optimal…