Efficient RLVR Scheduling via Graph-Structured Online Difficulty Estimation

Zhizhao Liu, Zhiliang Tian, Xi Wang +4

Reinforcement learning with verifiable rewards (RLVR) improves the reasoning capabilities of large language models but relies on costly rollout exploration. Assigning the same expl…