@inproceedings{zhang-etal-2026-arenaflow,
    title = "{A}rena{F}low: From Trajectory Ranking to Hierarchical Credit Propagation for Open-Ended Agent {RL}",
    author = "Zhang, Qiang  and
      Ding, Ruixue  and
      Zhang, Fanrui  and
      Chen, Xi  and
      Chen, Boli  and
      Wang, Shihang  and
      Huang, Yinfeng  and
      Zheng, Yi  and
      Xie, Pengjun  and
      Zhang, Kaipeng  and
      Liu, Jiawei  and
      Zha, Zheng-Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2341/",
    pages = "50321--50343",
    ISBN = "979-8-89176-462-0"
}