Evaluating RL Explainability Methods by How Much They Help Fix Bugs in Agents

Ram Rachum, Yotam Amitai, Bálint Gyevnár +2

This preliminary paper outlines a planned evaluation benchmark for Explainable Reinforcement Learning (XRL) methods. Current evaluations rely on functionally-grounded metrics like…