@misc{pradeleix2025,
      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},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2509.12022},
}