Scaling Laws for Generative Reward Models.

arXiv:2610.30765v1 Announce Type: new Abstract: We study generative reward models (GenRMs) as online preference providers for policy optimization in creative writing. Across Qwen3 reward-model sizes from 0.6B to 14B, Thinking judges trained with GRPO have high