Vulnerability-Aware Poisoning Mechanism for Online RL with Unknown Dynamics

Yanchao Sun, Da Huo, Furong Huang

Poisoning attacks on Reinforcement Learning (RL) systems could take advantage of RL algorithm's vulnerabilities and cause failure of the learning. However, prior works on poisoning…