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Lijie Wen

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#machine learning Jun 2026

RLCSD: Reinforcement Learning with Contrastive On-Policy Self-Distillation

This work proposes RLCSD (Reinforcement Learning with Contrastive on-policy Self-Distillation), which mitigates this drift by contrasting the teacher-student gap under a correct hint against that under a wrong hint, suppressing style shifts induced by hints regardless of correctness and yielding a signal more concentra...

Le-Yi Pan, Shuchang Tao, Yun-Peng Zhai et al. · 30 citations · ⚡4

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