Andrea D’Ambrosio

Image-Based Deep Reinforcement Meta-Learning for Autonomous Lunar Landing

Andrea Scorsoglio, Andrea D’Ambrosio, Luca Ghilardi et al. · Journal of Spacecraft and Rockets · 2021 · 58 citations · Full text

Artificial Intelligence, Trajectory Planning, Engineering +14

Physics-Informed Neural Networks and Functional Interpolation for Data-Driven Parameters Discovery of Epidemiological Compartmental Models

Enrico Schiassi, Mario De Florio, Andrea D’Ambrosio et al. · Mathematics · 2021 · 53 citations · Full text

Engineering, Machine Learning, Ordinary Differential Equations +19

Physics-Informed Neural Networks for Optimal Planar Orbit Transfers

Enrico Schiassi, Andrea D’Ambrosio, Kristofer Drozd et al. · Journal of Spacecraft and Rockets · 2022 · 50 citations

Orbit Determination, Optimal Control, Engineering +10

Pontryagin Neural Networks with Functional Interpolation for Optimal Intercept Problems

Andrea D’Ambrosio, Enrico Schiassi, Fabio Curti et al. · Mathematics · 2021 · 39 citations · Full text

Mathematical Programming, Engineering, Machine Learning +17

Image-Based Meta-Reinforcement Learning for Autonomous Guidance of an Asteroid Impactor

Lorenzo Federici, Andrea Scorsoglio, Luca Ghilardi et al. · Journal of Guidance Control and Dynamics · 2022 · 37 citations · Full text