On-policy Distillation with Verifiable Reward.

arXiv:2608.24696v4 Announce Type: replace-cross Abstract: Reinforcement Learning with Verifiable Rewards (RLVR) and on-policy distillation (OPD) have become two widely adopted paradigms for post-training large language models. However, RLVR suffers from sparse