Skip What You Can Predict: Predictive Repositioning for Policy Optimization for Efficient LLM Training

Ismam Nur Swapnil, Aranya Saha, Tanvir Ahmed Khan +3

Reinforcement learning with verifiable rewards (RLVR) can improve the reasoning ability of large language models, but repeatedly updating a policy on the same rollout batch is expe…