Nearly data-based optimal control for linear discrete model-free systems with delays via reinforcement learning

DOI10.1080/00207721.2014.941147zbMath1333.93270OpenAlexW1972116103MaRDI QIDQ2798483

Tiao-Yang Cai, Jilie Zhang, Binrui Wang, Huaguang Zhang

Publication date: 12 April 2016

Published in: International Journal of Systems Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00207721.2014.941147

zbMATH Keywords

reinforcement learningvalue iterationlinear discrete time-delay systemmodel-free system\(\mathcal{Q}\)-learningdata-based optimal control

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Discrete-time control/observation systems (93C55) Estimation and detection in stochastic control theory (93E10) Linear systems in control theory (93C05) Optimal stochastic control (93E20)

Related Items (3)

Data-driven optimal tracking control of discrete-time linear systems with multiple delays via the value iteration algorithm ⋮ Model-Free control performance improvement using virtual reference feedback tuning and reinforcement Q-learning ⋮ Interference compensation discrete control based on memory data for a class of nonlinear systems

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