Dr. Jared Markowitz Profile

Dr. Jared Markowitz

at Johns Hopkins Applied Physics Lab

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Author

Publications (4)

Proceedings Article | 12 June 2023 Presentation + Paper

Toward an adaptive deep reinforcement learning agent for maritime platform defense

Jared Markowitz, Edward Staley

Proceedings Volume 12538, 125380O (2023) https://doi.org/10.1117/12.2663831

KEYWORDS: Defense and security, Neural networks, Network architectures, Mathematical optimization

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Proceedings Article | 12 June 2023 Presentation + Paper

Semi-supervised domain transfer for robust maritime satellite image classification

Patrick Emmanuel, Christopher Ratto, Nathan Drenkow, Jared Markowitz

Proceedings Volume 12538, 1253813 (2023) https://doi.org/10.1117/12.2661684

KEYWORDS: Machine learning, Satellite imaging, Satellites, Earth observing sensors, Image classification, Detection and tracking algorithms, Maritime surveillance

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Proceedings Article | 6 June 2022 Presentation + Paper

Lifelong learning for robust AI systems

Gautam Vallabha, Jared Markowitz

Proceedings Volume 12113, 1211304 (2022) https://doi.org/10.1117/12.2624855

KEYWORDS: Machine learning, Complex adaptive systems, Artificial intelligence

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Proceedings Article | 6 June 2022 Presentation + Paper

Maritime platform defense with deep reinforcement learning

Jared Markowitz, Ryan Sheffield, Galen Mullins

Proceedings Volume 12113, 121131B (2022) https://doi.org/10.1117/12.2618808

KEYWORDS: Defense and security, Neural networks, Systems modeling, Safety, Optimization (mathematics), Stochastic processes, Network architectures, Computing systems, Machine learning

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