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Efficient RLVR Training via Weighted Mutual Information Data Selection

📝 Summary:
InSight is a new data sampling method for RL training that improves efficiency. It considers both data difficulty and epistemic uncertainty, unlike prior methods. This Bayesian modeling approach achieves state-of-the-art performance and significantly accelerates training.

🔹 Publication Date: Published on Mar 2

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2603.01907
• PDF: https://arxiv.org/pdf/2603.01907

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