Reward Hacking in Language Model Agents: Revisiting AI Safety Gridworlds

Ömer Veysel Çağatan, Xuandong Zhao

Reward hacking, where AI systems exploit misspecified objectives to achieve high reward without satisfying intended goals, remains a central challenge in AI safety. Yet most known…