Prompt replay: speeding up grpo with on-policy reuse of high-signal prompts

Andrei Baroian, Rutger Berger

Reinforcement learning with verifiable rewards (RLVR) plays a crucial role in expanding the capacities of LLM reasoning, but GRPO-style training is dominated by expensive rollouts…