Generating Socially Acceptable Perturbations for Efficient Evaluation of Autonomous Vehicles

Songan Zhang, Huei Peng, Subramanya Nageshrao +1

Deep reinforcement learning methods have been widely used in recent years for autonomous vehicle's decision-making. A key issue is that deep neural networks can be fragile to adver…