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News/Linear Dynamics in the RLVR Training of Large Language Models
arxiv
PublishedMay 22, 2026 at 4:00 AM
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Linear Dynamics in the RLVR Training of Large Language Models

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arXiv:2601.04537v3 Announce Type: replace-cross Abstract: Reinforcement learning with verifiable rewards (RLVR) has driven significant performance gains in reasoning-oriented large language models (LLMs), yet its internal training dynamics remain largely a black box. In this work, we perform a compr

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