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1-Shot RLVR: Reinforcement Learning for Reasoning with One Example

https://flashpapers.ai/p/64jhmkpezy
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Yiping Wang, Qing Yang +12 more
cs.LG2025arXiv:2504.20571Code· 437★· updated 4mo ago
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MATH500 Accuracy:73.6%· MATH500Average Accuracy across 6 benchmarks:35.7%· 6 Math BenchmarksMATH500 Accuracy (2-shot):74.8%· MATH500
Concepts:GRPO