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 时间: 07-21 05:00
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| Erika |
时间: 07-21 05:00
主题：无标题 |
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Abstract:Search agents lengthen Large Language Models (LLMs) beyond static parametric knowledge by enabling access to up-to-date and lengthy-tail info unavailable throughout pretraining. While reinforcement studying has been broadly adopted for training such brokers, present approaches face key limitations: course of supervision often suffers from unstable worth estimation, whereas consequence supervision struggles with credit score assignment as a consequence of sparse, trajectory-degree rewards. To bridge this gap, we suggest Contribution-Weighted GRPO (CW-GRPO), a framework that integrates course of supervision into group relative policy optimization. Instead of immediately optimizing process rewards, CW-GRPO employs an LLM choose to evaluate the retrieval utility and reasoning correctness at every search spherical, producing per-spherical contribution scores. These scores are used to rescale end result-primarily based advantages alongside the trajectory, enabling high quality-grained credit project wi |
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| WilburGeom |
时间: 07-21 05:00
主题：growthengine |
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时间: 07-21 04:59
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| Jamesmoupe |
时间: 07-21 04:58
主题：ajldvi great imagery with all the reap supermoon b |
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| Brianbesse |
时间: 07-21 04:57
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| MichaelPaf |
时间: 07-21 04:57
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时间: 07-21 04:57
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时间: 07-21 04:56
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| Keithnab |
时间: 07-21 04:56
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