Jordan D. Appler

Accelerated Testing and Evaluation of Autonomous Vehicles via Imitation Learning

In this paper, we investigate the use of surrogate agents to accelerate test scenario generation for autonomous vehicles. Our goal is to train the surrogate to replicate the true performance modes of the system. We create these surrogates by utilizing imitation learning with deep neural networks. By…