Exposing Vulnerabilities in RL: A Novel Stealthy Backdoor Attack through Reward Poisoning

Bokang Zhang, Chaojun Lu, Jianhui Li +1

Reinforcement learning (RL) has achieved remarkable success across diverse domains, enabling autonomous systems to learn and adapt to dynamic environments by optimizing a reward fu…