Where to Spend Rollouts: Hit-Utility Optimal Rollout Allocation for Group-Based RLVR

Tao Wang, Shuo Li, Yan Sun +2

Reinforcement learning with verifiable rewards (RLVR) has emerged as a central paradigm for improving the reasoning capabilities of large language models. Group-based policy optimi…