Reinforcement Learning for Adaptive Optimal Stationary Control of Linear Stochastic Systems

DOI10.1109/tac.2022.3172250arXiv2107.07788OpenAlexW3184481401MaRDI QIDQ6053280

Zhong-Ping Jiang, Bo Pang

Publication date: 26 September 2023

Published in: IEEE Transactions on Automatic Control (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2107.07788

zbMATH Keywords

robustnessstochastic controlreinforcement learningpolicy iterationadaptive optimal controldata-driven control

Mathematics Subject Classification ID

Systems theory; control (93-XX)

Related Items (3)

A Lyapunov characterization of robust policy optimization ⋮ Adaptive Optimal Control of Linear Discrete-Time Networked Control Systems with Two-Channel Stochastic Dropouts ⋮ Specified convergence rate guaranteed output tracking of discrete-time systems via reinforcement learning

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