@article{planulargelanguagemodelreasoningthroughp,
  title = {PlanU: Large Language Model Reasoning through Planning under Uncertainty},
  author = {Ziwei Deng and Mian Deng and Chenjing Liang and Zeming Gao and Chennan Ma and Chenxing Lin and Haipeng Zhang and Songzhu Mei and Siqi Shen and Cheng Wang},
  year = {2025},
  eprint = {2510.18442},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.18442},
}