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ML
Researcher

Mingze Li

Graduate Research Assistant at Georgia Tech Physical Internet Center

LinkedIn

Mingze Li is a graduate research assistant at Georgia Tech Physical Internet Center and associated with the Department of Sociology at University of Washington.

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Huiqiang JiangResearcher
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Kai DangResearcher
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Chujie ZhengResearcher
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Bowen YuResearcher
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Mingze Li as author

Qwen Explains Why Minimizing Training-Inference Gaps and Policy Staleness Improves RL Optimization Reliability
arXivresearchpositiveDec 3, 2025

Minimizing training-inference discrepancy and policy staleness enables reliable token-level surrogate optimization in RL with LLMs, with importance sampling correction and routing replay being essential for stable training at scale.

“Author of "Qwen Explains Why Minimizing Training-Inference Gaps and Policy Staleness Improv" on arXiv”

Reinforcement LearningLLMsAI Training OptimizationFoundation Models