Adaptive critic methods for stochastic systems with input-dependent noise

DOI10.1016/J.AUTOMATICA.2007.01.023zbMath1129.93553OpenAlexW2074729195MaRDI QIDQ2467492

Randa Herzallah

Publication date: 21 January 2008

Published in: Automatica (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.automatica.2007.01.023

zbMATH Keywords

neural networksstochastic systemsadaptive criticdual heuristic programmingfunctional uncertainty

Mathematics Subject Classification ID

Approximation methods and heuristics in mathematical programming (90C59) Control/observation systems with incomplete information (93C41) Stochastic learning and adaptive control (93E35)

Related Items (5)

Fully probabilistic control for stochastic nonlinear control systems with input dependent noise ⋮ Functional adaptive controller for multivariable stochastic systems with dynamic structure of neural network ⋮ A reinforcement learning-based scheme for direct adaptive optimal control of linear stochastic systems ⋮ Probabilistic DHP adaptive critic for nonlinear stochastic control systems ⋮ Probabilistic dual heuristic programming-based adaptive critic

Cites Work

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• Problems of identification and control
• Adaptive-critic-based neural networks for aircraft optimal control
• Pavlovian Pattern Learning by Nonlinear Neural Networks
• Functional adaptive control. An intelligent systems approach

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