{"schemaVersion":1,"target":{"type":"reading","id":"bf5674a60006c26f662c459b125954e8455036d99c6c038349bb4ee3bacf7dd6","revision":"6a6421fc-9e48-4696-854a-0f7b47b1ca6d","revisionKind":"publication-id","title":"arXiv cs.AI: Learn from the Gap: Differential-Aware Advantage Pruning with Adaptive Rollout Sampling for GRPO","url":"https://escapemeridian.com/readings/arxiv-cs-ai-learn-from-the-gap-differential-aware-advantage-bf5674a6"},"source":{"type":"source","id":"https://arxiv.org/abs/2609.36932","revision":"70a0cd2fd450e99e2332cf013d1d14c0717e691e73ddb0d4bcd100650877d8b3","revisionKind":"sha256-source-text","title":"Learn from the Gap: Differential-Aware Advantage Pruning with Adaptive Rollout Sampling for GRPO","url":"https://arxiv.org/abs/2609.36932"},"status":"available","items":[],"next":null,"scope":"Explicit citations in public readings and public file attachments to this reading. Shared topics are not citations. Other artifact types need an explicit reference adapter."}