Publications
Here are a selection of publications from our faculty and researchers.
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Gondelach, D. and Linares, R., 2019. Real-Time Thermospheric Density Estimation Via Two-Line-Element Data Assimilation. arXiv preprint arXiv:1910.00695.
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Gaudet, B. and Linares, R., 2019. Adaptive Guidance with Reinforcement Meta-Learning. arXiv preprint arXiv:1901.04473.
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Gaudet, B., Linares, R. and Furfaro, R., 2019. Learning Accurate Extended-Horizon Predictions of High Dimensional Trajectories. arXiv preprint arXiv:1901.03895.
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Miller, D., Englander, J.A. and Linares, R., 2019. Interplanetary Low-Thrust Design Using Proximal Policy Optimization.
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Scorsoglio, A., Furfaro, R., Linares, R. and Massari, M., 2019. Actor-Critic Reinforcement Learning Approach to Relative Motion Guidance in Near-Rectilinear Orbit. In 29th AAS/AIAA Space Flight Mechanics Meeting (pp. 1-20).
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Los Alamos National Lab
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Linares, Richard, Vivek Vittaldev, and Humberto C. Godinez. "Dynamic Data-Driven Uncertainty Quantification via Polynomial Chaos for Space Situational Awareness." In Handbook of Dynamic Data Driven Applications Systems, pp. 75-93. Springer, Cham, 2018.
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Air Force Research Lab
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Chief Data Office Workshop on Dynamic Data System