On the optimization dynamics of RLVR: Gradient gap and step size thresholds
arXiv:2510.08539v4 Announce Type: replace-cross
Abstract: Reinforcement Learning with Verifiable Rewards (RLVR), which uses simple binary feedback to post-train large language models, has found significant empirical success. However, a principled unde…