@article{thesamplecomplexityofonlinereinforcement,
  title = {The Sample Complexity of Online Reinforcement Learning: A Multi-model Perspective},
  author = {Michael Muehlebach and Zhiyu He and Michael I. Jordan},
  year = {2025},
  eprint = {2501.15910},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2501.15910v2},
}