Songan Zhang

Generating Socially Acceptable Perturbations for Efficient Evaluation of Autonomous Vehicles

2020

Deep reinforcement learning methods have been considered and implemented for autonomous vehicle's decisionmaking in recent years. A key issue is that deep neural networks can be fragile to adversarial attacks through unseen inputs, and thus …