ISAACS: Iterative Soft Adversarial Actor-Critic for Safety

Kai-Chieh Hsu, Duy Phuong Nguyen, Jaime Fernández Fisac

The deployment of robots in uncontrolled environments requires them to operate robustly under previously unseen scenarios, like irregular terrain and wind conditions. Unfortunately…