Jiayu Lv

On the Tension Between Optimality and Adversarial Robustness in Policy Optimization

Achieving optimality and adversarial robustness in deep reinforcement learning has long been regarded as conflicting goals. Nonetheless, recent theoretical insights presented in CAR suggest a potential alignment, raising the important question of how to realize this in practice. This paper first ide…