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Dr. Jared Markowitz
at Johns Hopkins Applied Physics Lab
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Author
Publications (5)
Proceedings Article | 7 June 2024 Presentation + Paper
Constrained deep reinforcement learning for maritime platform defense
Proceedings Volume 13051, 1305114 (2024) https://doi.org/10.1117/12.3014007
KEYWORDS: Defense and security, Reliability, Network architectures, Neural networks, Safety, Defense systems, Control systems
Proceedings Article | 12 June 2023 Presentation + Paper
Toward an adaptive deep reinforcement learning agent for maritime platform defense
Proceedings Volume 12538, 125380O (2023) https://doi.org/10.1117/12.2663831
KEYWORDS: Defense and security, Neural networks, Network architectures, Mathematical optimization
Proceedings Article | 12 June 2023 Presentation + Paper
Semi-supervised domain transfer for robust maritime satellite image classification
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
Proceedings Article | 6 June 2022 Presentation + Paper
Lifelong learning for robust AI systems
Proceedings Volume 12113, 1211304 (2022) https://doi.org/10.1117/12.2624855
KEYWORDS: Machine learning, Complex adaptive systems, Artificial intelligence
Proceedings Article | 6 June 2022 Presentation + Paper
Maritime platform defense with deep reinforcement learning
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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