Inverse Reward Engineering for Autonomous ML Systems in High-Stakes Environments

Introduction Autonomous machine learning (ML) systems are increasingly being deployed in high-stakes environments such as healthcare diagnostics, financial trading, autonomous vehicles, energy management, and defense applications. In these contexts, ...