Author

Hai Duong

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#machine learning Preprint Sep 2026

Verifying Neural Networks with Reinforcement Learning

Formal verification can play a key role in ensuring the reliability of Deep Neural Networks (DNNs) deployed in safety-critical systems. Modern DNN verifiers employ a branch-and-bound framework, which alternates between branching (splitting into smaller subproblems) and bounding (pruning subproblems) to efficiently expl...

Hai Duong, Thanh Le, Thanhvu Nguyen · 5 citations