@article{finitesampleconvergenceboundsfortrust,
  title = {Finite-Sample Convergence Bounds for Trust Region Policy Optimization in Mean-Field Games},
  author = {Antonio Ocello and Daniil Tiapkin and Lorenzo Mancini and Mathieu Laurière and Eric Moulines},
  year = {2025},
  eprint = {2505.22781},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.22781v1},
}