Toward Interpretable Deep Reinforcement Learning with Linear Model U-Trees

Guiliang Liu, Oliver Schulte, Wang Zhu +1

Deep Reinforcement Learning (DRL) has achieved impressive success in many applications. A key component of many DRL models is a neural network representing a Q function, to estimat…