Toward Evaluating Robustness of Reinforcement Learning with Adversarial Policy

Xiang Zheng, Xingjun Ma, Shengjie Wang +3

Reinforcement learning agents are susceptible to evasion attacks during deployment. In single-agent environments, these attacks can occur through imperceptible perturbations inject…