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Eugene Santos. Jr

2 accepted papers

2023

DUCK: A Drone-Urban Cyber-Defense Framework Based on Pareto-Optimal Deontic Logic Agents

AAAI 2023technical

Drone based terrorist attacks are increasing daily. It is not expected to be long before drones are used to carry out terror attacks in urban areas. We have developed the DUCK multi-agent testbed that security agencies can use to simulate drone-based attacks by diverse actors and develop a combinati…

Cited by 0SourcePDFScholar
2023

Learning the Finer Things: Bayesian Structure Learning at the Instantiation Level

AAAI 2023technical

Successful machine learning methods require a trade-off between memorization and generalization. Too much memorization and the model cannot generalize to unobserved examples. Too much over-generalization and we risk under-fitting the data. While we commonly measure their performance through cross va…