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Kyle D. Julian

Generating Probabilistic Safety Guarantees for Neural Network Controllers

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Mar 01, 2021
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Global Optimization of Objective Functions Represented by ReLU Networks

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Oct 08, 2020
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Validation of Image-Based Neural Network Controllers through Adaptive Stress Testing

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Mar 05, 2020
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Image-based Guidance of Autonomous Aircraft for Wildfire Surveillance and Prediction

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Mar 01, 2019
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Distributed Wildfire Surveillance with Autonomous Aircraft using Deep Reinforcement Learning

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Oct 09, 2018
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Deep Neural Network Compression for Aircraft Collision Avoidance Systems

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Oct 09, 2018
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