When Robots Say No: The Empathic Ethical Disobedience Benchmark

Dmytro Kuzmenko, Nadiya Shvai

Robots must balance compliance with safety and social expectations as blind obedience can cause harm, while over-refusal erodes trust. Existing safe reinforcement learning (RL) ben…