Search Results for author: Fabian Schilling

Found 4 papers, 2 papers with code

Vision-based Drone Flocking in Outdoor Environments

1 code implementation2 Dec 2020 Fabian Schilling, Fabrizio Schiano, Dario Floreano

We employ a convolutional neural network to detect and localize nearby agents onboard the quadcopters in real-time.

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Learning Vision-based Flight in Drone Swarms by Imitation

no code implementations8 Aug 2019 Fabian Schilling, Julien Lecoeur, Fabrizio Schiano, Dario Floreano

Decentralized drone swarms deployed today either rely on sharing of positions among agents or detecting swarm members with the help of visual markers.

Collision Avoidance Imitation Learning +1

Learning Vision-based Cohesive Flight in Drone Swarms

no code implementations3 Sep 2018 Fabian Schilling, Julien Lecoeur, Fabrizio Schiano, Dario Floreano

This paper presents a data-driven approach to learning vision-based collective behavior from a simple flocking algorithm.

Collision Avoidance

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