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]

@inproceedings{HansonR20,
  title = {Universal Simulation of Stable Dynamical Systems by Recurrent Neural Nets},
  author = {Joshua Hanson and Maxim Raginsky},
  year = {2020},
  url = {http://proceedings.mlr.press/v120/hanson20a.html},
  researchr = {https://researchr.org/publication/HansonR20},
  cites = {0},
  citedby = {0},
  pages = {384-392},
  booktitle = {Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, L4DC 2020, Online Event, Berkeley, CA, USA, 11-12 June 2020},
  editor = {Alexandre M. Bayen and Ali Jadbabaie and George J. Pappas and Pablo A. Parrilo and Benjamin Recht and Claire J. Tomlin and Melanie N. Zeilinger},
  volume = {120},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}