Reward Certification for Policy Smoothed Reinforcement Learning

Ronghui Mu, Leandro Soriano Marcolino, Tianle Zhang +3

Reinforcement Learning (RL) has achieved remarkable success in safety-critical areas, but it can be weakened by adversarial attacks. Recent studies have introduced "smoothed polici…