Explaining Reinforcement Learning: A Counterfactual Shapley Values Approach

Yiwei Shi, Qi Zhang, Kevin McAreavey +1

This paper introduces a novel approach Counterfactual Shapley Values (CSV), which enhances explainability in reinforcement learning (RL) by integrating counterfactual analysis with…