Universal Simulation of Stable Dynamical Systems by Recurrent Neural Nets

Joshua Hanson, Maxim Raginsky. Universal Simulation of Stable Dynamical Systems by Recurrent Neural Nets. In Alexandre M. Bayen, Ali Jadbabaie, George J. Pappas, Pablo A. Parrilo, Benjamin Recht, Claire J. Tomlin, Melanie N. Zeilinger, editors, Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, L4DC 2020, Online Event, Berkeley, CA, USA, 11-12 June 2020. Volume 120 of Proceedings of Machine Learning Research, pages 384-392, PMLR, 2020. [doi]

Abstract

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