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]

Authors

Zongyu Lin

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Yao Tang

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Xingcheng Yao

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Da Yin

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Ziniu Hu

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Yizhou Sun

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Kai-Wei Chang

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