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  • 论文公开站arXiv

    CLIFT: Conformal Self-Verification for Web Agent Training and Test-Time Scaling

    Open-source web agents are now strong enough to execute realistic browser tasks, but training them with reinforcement learning still depends on weak supervision: binary task success is too sparse for credit assignment, while frontier-language-model judges are too expensive to cal