Gameplay Filters: Robust Zero-Shot Safety through Adversarial Imagination

Duy P. Nguyen, Kai-Chieh Hsu, Wenhao Yu +2

Despite the impressive recent advances in learning-based robot control, ensuring robustness to out-of-distribution conditions remains an open challenge. Safety filters can, in prin…