@article{deeplearningforcontinuoustimestochastic,
  title = {Deep Learning for Continuous-time Stochastic Control with Jumps},
  author = {Patrick Cheridito and Jean-Loup Dupret and Donatien Hainaut},
  year = {2025},
  eprint = {2505.15602},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.15602v1},
}