@article{quantilerewardpolicyoptimizationalignmen,
  title = {Quantile Reward Policy Optimization: Alignment with Pointwise Regression and Exact Partition Functions},
  author = {Simon Matrenok and Skander Moalla and Caglar Gulcehre},
  year = {2025},
  eprint = {2507.08068},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.08068},
}