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SRD：用事后经验蒸馏先见预测

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2026年10月7日，arXiv（Information Retrieval，一手来源）发表论文，提出 prospective learning 与 Self-Retrospection Distillation（SRD）。该方法用事后轨迹监督智能体在交互前的预见预测，将 hindsight 蒸馏为同策略的 foresight；论文说明 foresight 只作为训练目标，推理时无需显式生成。目前公开信息仅涉及该论文的方法描述，未见实验结果、代码或后续验证报道。

Generated from reports · updated 3 hr ago

LatestOct 7
arXiv 论文提出 SRD，用事后轨迹监督交互前预见预测，foresight 仅作训练目标。

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Oct 7, 2026
  1. arXiv · Information Retrieval
    Self-Retrospection Distillation：把事后经验转化为事前预见

    论文提出 prospective learning 与 Self-Retrospection Distillation（SRD），用事后轨迹监督智能体在交互前的预见预测，把 hindsight 蒸馏为同策略的 foresight，且 foresight 只作训练目标、无需在推理时显式生成。

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