Who Is the Strongest Enemy? Towards Optimal and Efficient Evasion Attacks in Deep RL

Yanchao Sun, Ruijie Zheng, Yongyuan Liang +1

Evaluating the worst-case performance of a reinforcement learning (RL) agent under the strongest/optimal adversarial perturbations on state observations (within some constraints) i…