@article{roirlefficientselfsupervisedreasoningwit,
  title = {RoiRL: Efficient, Self-Supervised Reasoning with Offline Iterative Reinforcement Learning},
  author = {Aleksei Arzhantsev and Otmane Sakhi and Flavian Vasile},
  year = {2025},
  eprint = {2510.02892},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.02892},
}