OPD Before RL: Warm-Starting Rubric-Based RL with On-Policy Distillation

Xinpeng Wang, Wei Shi, Yu-Chia Chen +3

Many useful language-model tasks cannot be evaluated by exact outcome verification. Rubric-based reinforcement learning (RL) addresses this issue by scoring open-ended responses ag…