no code implementations • 3 Apr 2023 • Li Li, Jean-Pierre S. El Rami, Adrian Taylor, James Hailing Rao, Thomas Kunz
This work aims to enable autonomous agents for network cyber operations (CyOps) by applying reinforcement and deep reinforcement learning (RL/DRL).
no code implementations • 3 Apr 2023 • Li Li, Jean-Pierre S. El Rami, Adrian Taylor, James Hailing Rao, Thomas Kunz
This work presents a systematic solution to automatically generate a high-fidelity simulator in the Cyber Gym for Intelligent Learning (CyGIL).
no code implementations • 3 Apr 2023 • Thomas Kunz, Christian Fisher, James La Novara-Gsell, Christopher Nguyen, Li Li
In particular, training a blue agent jointly with a red agent increases the blue agent's capability to thwart sophisticated red agents.