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Lorenzo Bellone

3 accepted papers

2024

A Sim-to-Real Deep Learning-Based Framework for Autonomous Nano-Drone Racing

RA-L 2024

Autonomous drone racing competitions are a proxy to improve unmanned aerial vehicles' perception, planning, and control skills. The recent emergence of autonomous nano-sized drone racing imposes new challenges, as their <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http

Cited by 14SourceScholar
2023

SOREO: A System for Safe and Autonomous Drones Fleet Navigation with Reinforcement Learning

AAAI 2023technical

This demonstration introduces SOREO, a system that explores the possibility of extending UAVs autonomy through machine learning. It brings a contribution to the following problem: Having a fleet of drones and a geographic area, how to learn the shortest paths between any point with regards to the ba…

Cited by 3SourcePDFScholar