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most citedLearn to Accumulate Evidence from All Training Samples: Theory and Practice

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cs.LG2026

Hierarchical Credit Assignment for RLVR on Fused Gromov-Wasserstein Geometry

Qi Yu, Ruizhong Qiu, Zhichen Zeng +6

Reinforcement learning with verifiable rewards (RLVR) has been shown to improve the reasoning capability of large language models (LLMs) across diverse reasoning tasks. However, gr…