@article{fromwebsearchtowardsagenticdeepresearch,
  title = {From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents},
  author = {Weizhi Zhang and Yangning Li and Yuanchen Bei and Junyu Luo and Guancheng Wan and Liangwei Yang and Chenxuan Xie and Yuyao Yang and Wei-Chieh Huang and Chunyu Miao and Henry Peng Zou and Xiao Luo and Yusheng Zhao and Yankai Chen and Chunkit Chan and Peilin Zhou and Xinyang Zhang and Chenwei Zhang and Jingbo Shang and Ming Zhang and Yangqiu Song and Irwin King and Philip S. Yu},
  year = {2025},
  eprint = {2506.18959},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2506.18959v2},
}