Interpretable Local Tree Surrogate Policies

John Mern, Sidhart Krishnan, Anil Yildiz +2

High-dimensional policies, such as those represented by neural networks, cannot be reasonably interpreted by humans. This lack of interpretability reduces the trust users have in p…