Periodic Asynchrony: An On-Policy Approach for Accelerating LLM Reinforcement Learning

Jian Lu, Yi Luo

Since the introduction of the GRPO algorithm, reinforcement learning (RL) has attracted increasing attention for LLM post-training, yet training efficiency remains a critical chall…