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Physics-Guided Policy Optimization with Self-Distillation

Ke Wang, Yuning Wu, Haoran Liu, Chaoqun Jia, Devin Chen, Kai Wei
Jun 3, 2026 at 04:00
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arXiv:2606.03620v1 Announce Type: cross Abstract: Self-distilled policy optimization (SDPO) has become a popular paradigm for LLM post-training, where a model learns from its own predictions conditioned on privileged information. SDPO, however, is sensitive to how much each update step should be trusted: corrections from a self-teacher can be...

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