Equivalent and Compact Representations of Neural Network Controllers With Decision Trees

Kevin Chang, Nathan Dahlin, Rahul Jain +1

Over the past decade, neural network (NN)-based controllers have demonstrated remarkable efficacy in a variety of decision-making tasks. However, their black-box nature and the ris…