SALT: When More Rollouts Don't Help in Group-Based Policy Optimization and How to Make Them Matter

Powei Chang, Jinpeng Zhang, Chaoqun Sun +6

Reinforcement learning with verifiable rewards (RLVR) often adopts GRPO-style group-relative updates, sampling multiple rollouts per prompt to construct normalized learning signals…