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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Antonio Filieri

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Book Open access Oct 2026

ControlsDSL: A Language for Verifiable Cloud Configuration Controls

Cloud providers rely on compliance controls to ensure that customer resources are configured according to security best practices -- from encryption of storage to network isolation of compute instances. Today, these controls are typically written as general-purpose programs (e.g., in Python or Java), making them diffic...

Miyriee Alair, Shrutarshi Basu, Sean Cai et al. · 0 citations
Jul 2026

Safe Reinforcement Learning under Regularized Probabilistic Counterexample Guidance

A counterexample-guided reinforcement learning method that navigates safe exploration in autonomous systems without prior knowledge, even when safety and optimality conflict, and a novel belief-based regularization method to address the distributional shift between online and offline learning and to balance optimizatio...

Xiao-Tong Ji, Antonio Filieri · 0 citations

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