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Siheng Li

Author of "Reinforcement Learning on Pretraining Data" on arXiv

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Reinforcement Learning on Pretraining Data
arXivresearchpositiveSep 25, 2025

RLPT (Reinforcement Learning on Pre-Training data) enables scaling LLM training without human annotation by deriving reward signals directly from pre-training data, achieving 3-8% improvements on reasoning benchmarks.

“Author of "Reinforcement Learning on Pretraining Data" on arXiv”

Reinforcement LearningLLMsFoundation ModelsAI Research