Transfer-Stratified On-Policy Distillation for RL-Improved Reasoning Teachers.

arXiv:2610.05974v1 Announce Type: cross Abstract: Reinforcement learning can substantially improve a reasoning teacher, but it is unclear which of those improvements survive when the teacher supervises a smaller on-policy student. We study this question in mat