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Nudging Beyond the Comfort Zone: Efficient Strategy-Guided Exploration for RLVR

Hugging Face Daily Papers · 2026-05-15 Cached

NudgeRL is a framework that enhances reinforcement learning with verifiable rewards (RLVR) by introducing structured exploration and strategy nudging, achieving better reasoning performance in large language models more efficiently than brute-force scaling methods.

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