@article{omponestepmeanflowpolicywithdirectionala,
  title = {OMP: One-step Meanflow Policy with Directional Alignment},
  author = {Han Fang and Yize Huang and Yuheng Zhao and Paul Weng and Xiao Li and Yutong Ban},
  year = {2025},
  eprint = {2512.19347},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.19347},
}