Performance-Robustness Tradeoffs in Adversarially Robust Linear-Quadratic Control

Bruce D. Lee, Thomas T. C. K. Zhang, Hamed Hassani +1

While ${\mathcal{H}}_{\infty }$ methods can introduce robustness against worst-case perturbations, their nominal performance under conventional stochastic disturbances is often drastica…