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Yi-Zhong Zhang

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#machine learning Preprint Sep 2026

DuoOPD: Learning from Joint Teacher-Student Outcomes for Multi-Task On-Policy Distillation

DuoOPD is introduced, in which the student's outcome sets the direction of feedback and the joint teacher-student outcome decides how the teacher supports it: when only the teacher succeeds, its verified answer becomes context for scoring the student's failed response.

Ao Yu, Weibo Gao, Heng Zhou et al. · 0 citations

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