@article{learningnonmarkoviandynamicalsystemswith,
  title = {Learning non-Markovian Dynamical Systems with Signature-based Encoders},
  author = {Eliott Pradeleix and Rémy Hosseinkhan-Boucher and Alena Shilova and Onofrio Semeraro and Lionel Mathelin},
  year = {2025},
  eprint = {2509.12022},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2509.12022},
}