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Oct 12 · Monday

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  1. DefensesarXiv 2610.01800

    LineupRL:基于描述与时序配对识别的可验证强化学习时间序列描述方法

    提出 LineupRL,用描述到序列识别作可验证奖励训练时序描述模型

    Published
    AbstractLineupRL 用统计近邻上的序列识别做可验证奖励,3B 描述器超过 SFT、两种 RL 奖励和 72B 教师。

    LineupRL 是给开放式时间序列描述用的 RLVR:不模仿合成参考,而奖励一条描述能否让冻结文本 LLM 从相近序列里认出目标。

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