Adversarially Robust Imitation Learning

Jianren Wang, Ziwen Zhuang, Yuyang Wang, Hang Zhao

Abstract: Modern imitation learning (IL) utilizes deep neural networks (DNNs) as function approximators to mimic the policy of the expert demonstrations. However, DNNs can be easily fooled by subtle noise ad...