
Spacecraft Collision Avoidance Challenge: design and results of a machine learning competition
Spacecraft collision avoidance procedures have become an essential part ...
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Safe Crossover of Neural Networks Through Neuron Alignment
One of the main and largely unexplored challenges in evolvingthe weights...
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RealTime Optimal Guidance and Control for Interplanetary Transfers Using Deep Networks
We consider the EarthVenus massoptimal interplanetary transfer of a lo...
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Aggressive Online Control of a Quadrotor via Deep Network Representations of Optimality Principles
Optimal control holds great potential to improve a variety of robotic ap...
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Satellite Pose Estimation Challenge: Dataset, Competition Design and Results
Reliable pose estimation of uncooperative satellites is a key technology...
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Neural Network Architecture Search with Differentiable Cartesian Genetic Programming for Regression
The ability to design complex neural network architectures which enable ...
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SuperResolution of PROBAV Images Using Convolutional Neural Networks
ESA's PROBAV Earth observation satellite enables us to monitor our plan...
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Interplanetary Transfers via Deep Representations of the Optimal Policy and/or of the Value Function
A number of applications to interplanetary trajectories have been recent...
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Learning a Family of Optimal State Feedback Controllers
Solving optimal control problems is well known to be very computationall...
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Learning the optimal statefeedback via supervised imitation learning
Imitation learning is a control design paradigm that seeks to learn a co...
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A Survey on Artificial Intelligence Trends in Spacecraft Guidance Dynamics and Control
The rapid developments of Artificial Intelligence in the last decade are...
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On the stability analysis of optimal state feedbacks as represented by deep neural models
Research has shown how the optimal feedback control of several non linea...
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Machine learning and evolutionary techniques in interplanetary trajectory design
After providing a brief historical overview on the synergies between art...
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Multirendezvous Spacecraft Trajectory Optimization with Beam PACO
The design of spacecraft trajectories for missions visiting multiple cel...
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Differentiable Genetic Programming
We introduce the use of high order automatic differentiation, implemente...
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Dario Izzo
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