@article{nearoptimalsamplecomplexityforonlinecons,
  title = {Near-Optimal Sample Complexity for Online Constrained MDPs},
  author = {Chang Liu and Yunfan Li and Lin F. Yang},
  year = {2026},
  eprint = {2602.15076},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.15076},
}