Counterfactual State Explanations for Reinforcement Learning Agents via Generative Deep Learning

Matthew L. Olson, Roli Khanna, Lawrence Neal +2

Counterfactual explanations, which deal with "why not?" scenarios, can provide insightful explanations to an AI agent's behavior. In this work, we focus on generating counterfactua…