Enforcing robust control guarantees within neural network policies

Priya L. Donti, Melrose Roderick, Mahyar Fazlyab +1

When designing controllers for safety-critical systems, practitioners often face a challenging tradeoff between robustness and performance. While robust control methods provide rig…