@article{e1learningadaptivecontrolofreasoningeffo,
  title = {e1: Learning Adaptive Control of Reasoning Effort},
  author = {Michael Kleinman and Matthew Trager and Alessandro Achille and Wei Xia and Stefano Soatto},
  year = {2025},
  eprint = {2510.27042},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.27042},
}