Explainable Reinforcement Learning via Temporal Policy Decomposition

Franco Ruggeri, Alessio Russo, Rafia Inam +1

We investigate the explainability of Reinforcement Learning (RL) policies from a temporal perspective, focusing on the sequence of future outcomes associated with individual action…