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Learning to Act with Task Progress:基于紧凑教师监督蒸馏小型智能体

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2026年10月8日,arXiv Computation and Language 发布一手论文,提出 Task-Progress Distillation(TPD)。该方法为离线方式,为教师轨迹中的每个动作配上描述当前任务阶段的简短标签,学生模型通过联合评分合法阶段—动作对来选择动作。这是目前该事件的唯一报道,尚无后续进展或相互矛盾的信息。

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Oct 8, 2026
  1. arXiv · Computation and Language
    Learning to Act with Task Progress:基于紧凑教师监督蒸馏小型智能体

    论文提出 Task-Progress Distillation(TPD),一种离线方法,为教师轨迹中的每个动作配上描述当前任务阶段的简短标签,学生模型通过联合评分合法阶段—动作对来选择动作。

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