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October 24, 2025 Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? Yang Yue 1 ,Zhiqi Chen 1 ,Rui Lu 1 ,Andrew Zhao 1 ,Zhaokai Wang 2 ,Yang Yue 1 , Shiji Song 1 , and Gao Huang 1
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2504.13837v4.pdf
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application/pdf
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Uploaded On:
2025-11-09
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1
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Parsed
Author:
Yang Yue; Zhiqi Chen; Rui Lu; Andrew Zhao; Zhaokai Wang; Yang Yue; Shiji Song; Gao Huang
Creator:
arXiv GenPDF (tex2pdf:e76afa9)
DOI:
https://doi.org/10.48550/arXiv.2504.13837
License:
http://creativecommons.org/licenses/by/4.0/
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This is pdfTeX, Version 3.141592653-2.6-1.40.28 (TeX Live 2025) kpathsea version 6.4.1
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Title:
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
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False
ArXivID:
https://arxiv.org/abs/2504.13837v4
Pages:
30
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