Weaken to Strengthen: Weakening-Induced On-Policy Self-Distillation for Large Reasoning Models.

arXiv:2610.38681v1 Announce Type: new Abstract: Self-distillation offers a way to improve reasoning models when a suitable external teacher is unavailable. However, common approaches rely on privileged information to construct a stronger self-teacher, limiting