Bridging Control with Neural Network Verifier alpha-beta-CROWN: A Tutorial 事件

BREAKTHROUGH2026-05-27影响: HIGH

Bridging Control with Neural Network Verifier alpha-beta-CROWN: A Tutorial arXiv:2605.26577v1 Announce Type: cross Abstract: Learning-based methods for synthesizing controllers have gained popularity due to their high expressiveness and strong empirical performance. However, in safety-critical scenarios such as autonomous driving, robotics, and power systems, empirical performance alone is insufficient, and formal verification of controller properties such as stability and safety is highly desi