Conservative Q-Improvement: Reinforcement Learning for an Interpretable Decision-Tree Policy

Aaron M. Roth, Nicholay Topin, Pooyan Jamshidi +1

There is a growing desire in the field of reinforcement learning (and machine learning in general) to move from black-box models toward more "interpretable AI." We improve interpre…