@article{onthesamplecomplexityofdifferentiallypri,
  title = {On the Sample Complexity of Differentially Private Policy Optimization},
  author = {Yi He and Xingyu Zhou},
  year = {2025},
  eprint = {2510.21060},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.21060},
}