Verifier-Free RL for LLMs via Intrinsic Gradient-Norm Reward

Xuexiang Wen, Hang Yu, Linchao Zhu +1

While Reinforcement Learning with Verifiable Rewards (RLVR) has recently emerged as a promising post-training paradigm for Large Language Models (LLMs), its dependency on the gold…