Certifying Safety in Reinforcement Learning under Adversarial Perturbation Attacks

Junlin Wu, Hussein Sibai, Yevgeniy Vorobeychik

Function approximation has enabled remarkable advances in applying reinforcement learning (RL) techniques in environments with high-dimensional inputs, such as images, in an end-to…