RELAY: Selective Self-Distillation with Adaptive Hand-off for Rubric-Based Reinforcement Learning.

arXiv:2610.17623v2 Announce Type: replace-cross Abstract: Rubric-based reinforcement learning grades a response against many written criteria but collapses them into one reward, which discards the detail the rubric carries and gives no GRPO reward gradient whe