Detecting and Suppressing Reward Hacking with Gradient Fingerprints

Songtao Wang, Quang Hieu Pham, Fangcong Yin +4

Reinforcement learning with verifiable rewards (RLVR) typically optimizes for outcome rewards without imposing constraints on intermediate reasoning. This leaves training susceptib…