Neural network optimal control for discrete-time nonlinear systems with known internal dynamics
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence,Software
Link
https://link.springer.com/content/pdf/10.1007/s00521-023-09244-y.pdf
Reference38 articles.
1. Ross IM (2015) A primer on Pontryagin’s principle in optimal control: second edition. Collegiate Publishers.
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3. Kiumarsi B, Vamvoudakis KG, Modares H, Lewis FL (2018) Optimal and autonomous control using reinforcement learning: a survey. IEEE Trans Neural Netw Learn Syst 29(6):2042–2062. https://doi.org/10.1109/TNNLS.2017.2773458
4. Schiassi E, D’Ambrosio A, Furfaro R (2022) Bellman neural networks for the class of optimal control problems with integral quadratic cost. IEEE Trans Artif Intell. https://doi.org/10.1109/TAI.2022.3206735
5. Fairbank M, Li S, Fu X, Alonso E, Wunsch D (2014) An adaptive recurrent neural-network controller using a stabilization matrix and predictive inputs to solve a tracking problem under disturbances. Neural Netw 49:74–86. https://doi.org/10.1016/j.neunet.2013.09.010
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