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From Outcomes to Steps: Reliable Success-Aware Critic Learning for Long-Horizon Language Agents

Author / Organization: Jiaxi Liu, Shixiong Kai, Zhentao Tang, Yang Li, Yuqi Cui, Mingxuan Yuan, Junchi Yan

File Format PDF (Portable Document Format)
Publication Year 2026
Source Host arXiv (arxiv.org)
License / Terms arXiv Open Access / Creative Commons

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