Lorenzo Federici | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Robust interplanetary trajectory design under multiple uncertainties via meta-reinforcement learning	ACTA ASTRONAUTICA	2024
Meta-Reinforcement Learning with Transformer Networks for Space Guidance Applications	AIAA SciTech Forum and Exposition, 2024	2024
Autonomous Guidance Between Quasiperiodic Orbits in Cislunar Space via Deep Reinforcement Learning	JOURNAL OF SPACECRAFT AND ROCKETS	2023
Evolutionary Optimization for Active Debris Removal Mission Planning	IEEE ACCESS	2023
Comparative Analysis of Reinforcement Learning Algorithms for Robust Interplanetary Trajectory Design	Studies in Computational Intelligence	2023
Robust Waypoint Guidance of a Hexacopter on Mars using Meta-Reinforcement Learning	AIAA SciTech Forum and Exposition, 2023	2023
Image-based Meta-Reinforcement Learning for Autonomous Terminal Guidance of an Impactor in a Binary Asteroid System	AIAA Science and Technology Forum and Exposition, AIAA SciTech Forum 2022	2022
Surrogate neural network for rapid flight performance evaluation of hybrid rocket engines	JOURNAL OF SPACECRAFT AND ROCKETS	2022
Meta-reinforcement learning for adaptive spacecraft guidance during finite-thrust rendezvous missions	ACTA ASTRONAUTICA	2022
Image-Based Meta-Reinforcement Learning for Autonomous Guidance of an Asteroid Impactor	JOURNAL OF GUIDANCE CONTROL AND DYNAMICS	2022
Robust Design of Interplanetary Trajectories under Severe Uncertainty via Meta-Reinforcement Learning	Proceedings of the International Astronautical Congress, IAC	2022
Optimization of chaser trajectory for active debris removal missions	Proceedings of the International Astronautical Congress, IAC	2022
Machine learning techniques for autonomous spacecraft guidance during proximity operation	AIAA Scitech 2021 Forum	2021
Reinforcement learning for robust trajectory design of interplanetary missions	JOURNAL OF GUIDANCE CONTROL AND DYNAMICS	2021
On the use of A* search for active debris removal mission planning	JOURNAL OF SPACE SAFETY ENGINEERING	2021
Evolutionary optimization of multirendezvous impulsive trajectories	INTERNATIONAL JOURNAL OF AEROSPACE ENGINEERING	2021
Integrated optimization of first-stage SRM and ascent trajectory of multistage launch vehicles	JOURNAL OF SPACECRAFT AND ROCKETS	2021
Deep learning techniques for autonomous spacecraft guidance during proximity operations	JOURNAL OF SPACECRAFT AND ROCKETS	2021
Meta-Reinforcement Learning for Adaptive Spacecraft Guidance during Multi-Target Missions		2021
Autonomous Guidance for Cislunar Orbit Transfers via Reinforcement Learning	Advances in the Astronautical Sciences	2021