AIBullisharXiv – CS AI · 15h ago7/10
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Bridging Control with Neural Network Verifier alpha-beta-CROWN: A Tutorial
Researchers present alpha-beta-CROWN, a neural network verification framework that enables formal verification of learning-based controllers in safety-critical systems. The tool addresses scalability challenges in verifying controller properties like stability and safety by computing certified bounds on nonlinear functions and using GPU parallelization for complex verification tasks.