QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search

Zongyu Lin, Yao Tang, Xingcheng Yao, Da Yin, Ziniu Hu, Yizhou Sun, Kai-Wei Chang. QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search. In Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025. OpenReview.net, 2025. [doi]

@inproceedings{LinTYYHSC25,
  title = {QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search},
  author = {Zongyu Lin and Yao Tang and Xingcheng Yao and Da Yin and Ziniu Hu and Yizhou Sun and Kai-Wei Chang},
  year = {2025},
  url = {https://openreview.net/forum?id=f6lio2CZIM},
  researchr = {https://researchr.org/publication/LinTYYHSC25},
  cites = {0},
  citedby = {0},
  booktitle = {Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025},
  publisher = {OpenReview.net},
}