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behavior trees 1imitation learning 1neurosymbolic agents 1partially observable reinforcement learning 1red team policy prediction 1

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20242026
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cs.AI2024

Designing Robust Cyber-Defense Agents with Evolving Behavior Trees

Nicholas Potteiger, Ankita Samaddar, Hunter Bergstrom +1

Modern network defense can benefit from the use of autonomous systems, offloading tedious and time-consuming work to agents with standard and learning-enabled components. These age…