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Roberto Furfaro
Roberto Furfaro
Professor of systems and industrial engineering, aerospace and mechanical engineering
email.arizona.edu의 이메일 확인됨 - 홈페이지
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Deep reinforcement learning for six degree-of-freedom planetary landing
B Gaudet, R Linares, R Furfaro
Advances in Space Research 65 (7), 1723-1741, 2020
2152020
Asteroid precision landing via multiple sliding surfaces guidance techniques
R Furfaro, D Cersosimo, DR Wibben
Journal of Guidance, Control, and Dynamics 36 (4), 1075-1092, 2013
1332013
Extreme theory of functional connections: A fast physics-informed neural network method for solving ordinary and partial differential equations
E Schiassi, R Furfaro, C Leake, M De Florio, H Johnston, D Mortari
Neurocomputing 457, 334-356, 2021
130*2021
Reinforcement learning for angle-only intercept guidance of maneuvering targets
B Gaudet, R Furfaro, R Linares
Aerospace Science and Technology 99, 105746, 2020
1042020
Adaptive guidance and integrated navigation with reinforcement meta-learning
B Gaudet, R Linares, R Furfaro
Acta Astronautica 169, 180-190, 2020
902020
Deep learning for autonomous lunar landing
R Furfaro, I Bloise, M Orlandelli, P Di Lizia, F Topputo, R Linares
Advances in the Astronautical Sciences 167, 3285-3306, 2018
892018
Image-based deep reinforcement meta-learning for autonomous lunar landing
A Scorsoglio, A D’Ambrosio, L Ghilardi, B Gaudet, F Curti, R Furfaro
Journal of Spacecraft and Rockets 59 (1), 153-165, 2022
85*2022
Adaptive generalized ZEM-ZEV feedback guidance for planetary landing via a deep reinforcement learning approach
R Furfaro, A Scorsoglio, R Linares, M Massari
Acta Astronautica 171, 156-171, 2020
822020
GRS evidence and the possibility of paleooceans on Mars
JM Dohm, VR Baker, WV Boynton, AG Fairén, JC Ferris, M Finch, ...
Planetary and Space Science 57 (5-6), 664-684, 2009
802009
Terminal adaptive guidance via reinforcement meta-learning: Applications to autonomous asteroid close-proximity operations
B Gaudet, R Linares, R Furfaro
Acta Astronautica 171, 1-13, 2020
792020
Space object classification using deep convolutional neural networks
R Linares, R Furfaro
2016 19th International Conference on Information Fusion (FUSION), 1140-1146, 2016
662016
Hovering in asteroid dynamical environments using higher-order sliding control
R Furfaro
Journal of Guidance, Control, and Dynamics 38 (2), 263-279, 2015
662015
Martian hydrogeology sustained by thermally insulating gas and salt hydrates
JS Kargel, R Furfaro, O Prieto-Ballesteros, JAP Rodriguez, ...
Geology 35 (11), 975-978, 2007
662007
Mass loss from calving in Himalayan proglacial lakes
CS Watson, JS Kargel, DH Shugar, UK Haritashya, E Schiassi, R Furfaro
Frontiers in Earth Science 7, 342, 2020
642020
Relative motion guidance for near-rectilinear lunar orbits with path constraints via actor-critic reinforcement learning
A Scorsoglio, R Furfaro, R Linares, M Massari
Advances in Space Research 71 (1), 316-335, 2023
54*2023
Fuel-efficient powered descent guidance on large planetary bodies via theory of functional connections
H Johnston, E Schiassi, R Furfaro, D Mortari
The journal of the astronautical sciences 67 (4), 1521-1552, 2020
492020
Dynamic sensor tasking for space situational awareness via reinforcement learning
R Linares, R Furfaro
Advanced Maui Optical and Space Surveillance Technologies Conference, 36, 2016
492016
Identification of cryovolcanism on Titan using fuzzy cognitive maps
R Furfaro, JS Kargel, JI Lunine, W Fink, MP Bishop
Planetary and Space Science 58 (5), 761-779, 2010
492010
Adaptive pinpoint and fuel efficient mars landing using reinforcement learning
B Gaudet, R Furfaro
IEEE/CAA Journal of Automatica Sinica 1 (4), 397-411, 2014
482014
Physics-informed neural networks and functional interpolation for data-driven parameters discovery of epidemiological compartmental models
E Schiassi, M De Florio, A D’Ambrosio, D Mortari, R Furfaro
Mathematics 9 (17), 2069, 2021
47*2021
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학술자료 1–20