PaperGym: Rubric-centered evolution for research-plan generation
Yuhan Wang · hf · 2026-09-01
PaperGym introduces a rubric-centered evolution approach for generating research plans. It converts scientific papers into training environments by separating research questions from evaluation rubrics, enabling reinforcement learning that improves research planning across multiple model sizes.
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