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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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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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