Causal Explanation for Reinforcement Learning: Quantifying State and Temporal Importance

Xiaoxiao Wang, Fanyu Meng, Xin Liu +2

Explainability plays an increasingly important role in machine learning. Furthermore, humans view the world through a causal lens and thus prefer causal explanations over associati…