LSTM Neural Networks: Input to State Stability and Probabilistic Safety Verification

Fabio Bonassi, Enrico Terzi, Marcello Farina, Riccardo Scattolini. LSTM Neural Networks: Input to State Stability and Probabilistic Safety Verification. 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 85-94, PMLR, 2020. [doi]

Abstract

Abstract is missing.