On Generating Explanations for Reinforcement Learning Policies: An Empirical Study

Mikihisa Yuasa, Huy T. Tran, Ramavarapu S. Sreenivas

Understanding a \textit{reinforcement learning} policy, which guides state-to-action mappings to maximize rewards, necessitates an accompanying explanation for human comprehension.…