Reinforcement Learning with Robust Rubric Rewards 事件

Reinforcement Learning with Robust Rubric Rewards arXiv:2605.30244v1 Announce Type: new Abstract: While Reinforcement Learning with Verifiable Rewards (RLVR) is effective for deterministically checkable tasks, many vision-language tasks are partially verifiable, demanding multi-criteria supervision (e.g., perceptual details, reasoning steps, and constraints). Rubrics provide a natural interface for this fine-grained supervision, but their effectiveness depends on the execution accuracy during o