Online model-free reinforcement learning for the automatic control of a flexible wing aircraft

DOI10.1049/iet-cta.2018.6163zbMath1544.93538MaRDI QIDQ6598691

Mohammed I. Abouheaf, Frank L. Lewis, Wail Gueaieb

Publication date: 5 September 2024

Published in: IET Control Theory \& Applications (Search for Journal in Brave)

zbMATH Keywords

optimal controldynamic programmingBellman equationMarkov processesRiccati equationsiterative methodsapproximation theoryaircraft controlaerodynamicsLyapunov methodsautomatic controllearning systemsaerospace componentslearning (artificial intelligence)adaptive-critic mechanismasymptotically stable controllerflexible wing aerial structuresflexible wing aircraftflexible wing systemmodel-free control policy frameworkonline control mechanismonline model-free reinforcement learningprevailing high nonlinear deformationsreinforcement learning process

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Automated systems (robots, etc.) in control theory (93C85) Dynamic programming (90C39) Asymptotic stability in control theory (93D20)

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