Bridging Automated to Autonomous Cyber Defense: Foundational Analysis of Tabular Q-Learning

Andy Applebaum, Camron Dennler, Patrick Dwyer, Marina Moskowitz, Harold Nguyen, Nicole Nichols, Nicole Park, Paul Rachwalski, Frank Rau, Adrian Webster, Melody Wolk. Bridging Automated to Autonomous Cyber Defense: Foundational Analysis of Tabular Q-Learning. In Ambra Demontis, Xinyun Chen, Florian Tramèr, editors, Proceedings of the 15th ACM Workshop on Artificial Intelligence and Security, AISec 2022, Los Angeles, CA, USA, 11 November 2022. pages 149-159, ACM, 2022. [doi]

Abstract

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