@article{decouplesearchdecoupleplanningandsearchv,
  title = {DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling},
  author = {Hao Sun and Zile Qiao and Bo Wang and Guoxin Chen and Yingyan Hou and Yong Jiang and Pengjun Xie and Fei Huang and Yan Zhang},
  year = {2025},
  eprint = {2510.21712},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.21712},
}