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Publications

Here are a selection of publications from our faculty and researchers.

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Conference Paper Journal Article

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2023 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 2003 2002 2001 2000

A. Scorsoglio, R. Furfaro, R. Linares, B. Gaudet "Image-based Deep Reinforcement Learning for Autonomous Lunar Landing" AIAA Scitech Forum [Conference] . (2020): . Print.
R. Linares, R. Furfaro, V. Reddy "Space Objects Classification via Light-Curve Measurements Using Deep Convolutional Neural Networks" The Journal of the Astronautical Sciences [00219142] 67.3 (2020): 1063-1091. Print.
P. M. Mehta, R. Linares "Real-Time Thermospheric Density Estimation from Satellite Position Measurements" Journal of Guidance Control and Dynamics [07315090] 43.9 (2020): 1656-1670. Print.
B. Gaudet, R. Linares, R. Furfaro "Six degree-of-freedom body-fixed hovering over unmapped asteroids via LIDAR altimetry and reinforcement meta-learning" Acta Astronautica [00945765] 172. (2020): 90-99. Print.
R. Furfaro, R. Barocco, R. Linares, F. Topputo, V. Reddy, J. Simo, L. Le Corre "Modeling Irregular Small Bodies Gravity Field Via Extreme Learning Machines and Bayesian Optimization" Advances in Space Research [02731177] . (2020): . Print.
R. Furfaro, A. Scorsoglio, R. Linares, M. Massari "Adaptive generalized ZEM-ZEV feedback guidance for planetary landing via a deep reinforcement learning approach" Acta Astronautica [00945765] 171. (2020): 156-171. Print.
B. Gaudet, R. Linares, R. Furfaro "Terminal adaptive guidance via reinforcement meta-learning: Applications to autonomous asteroid close-proximity operations" Acta Astronautica [00945765] 171. (2020): 1-13. Print.
B. Gaudet, R. Furfaro, R. Linares "Reinforcement learning for angle-only intercept guidance of maneuvering targets" Aerospace Science and Technology [12709638] 99. (2020): 105746. Print.
B. Gaudet, R. Linares, R. Furfaro "Deep reinforcement learning for six degree-of-freedom planetary landing" Advances in Space Research [02731177] 65.7 (2020): 1723-1741. Print.
D. J. Gondelach, R. Linares "Real‐Time Thermospheric Density Estimation via Two‐Line Element Data Assimilation" Space Weather [15427390] 18.2 (2020): . Print.
Gaudet B, Linares R, and Furfaro R., “Adaptive Guidance and Integrated Navigation with Reinforcement Meta-Learning,” Acta Astronautica, 2020
Gaudet, B., Furfaro, R., and Linares, R., “Reinforcement Learning for Angle-Only Intercept Guidance of Maneuvering Targets,” AIAA SciTech, 2020.
Gaudet, B., Linares, R., and Furfaro, R., “Six Degree-of-Freedom Hovering using LIDAR Altimetry via Reinforcement Meta-Learning,” AIAA SciTech, 2020.
H. Turner, M. Zhang, D. Gondelach, R. Linares "Machine Learning Algorithms for Improved Thermospheric Density Modeling" Dynamic Data Driven Applications Systems: International Conference, DDDAS, Boston, MA, USA 12312. (2020): 143-151. Print.
J. D. Larson, B. Doerr, R. Linares "Autonomous Mission Planning for Swarms Using Random Finite Sets" International Technical Meeting of The Satellite Division of the Institute of Navigation (ION GNSS+) [Conference] . (2019): 1753-1761. Print.

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