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Score Centering Stabilizes Off-policy Reinforcement Learning

Marek, Martin et al.
arXiv (All) · Papers
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Reinforcement learning (RL) of large language models is notoriously sensitive to small differences between training and inference engines, often referred to as the training-inference mismatch (TIM). However, completely eliminating TIM is impractical, as it would come at a major cost to rollout effic
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