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Visual attention prediction improves performance of autonomous drone racing agents

Humans race drones faster than neural networks trained for end-to-end autonomous flight. This may be related to the ability of human pilots to select task-relevant visual information effectively. This work investigates whether neural networks capable of imitating human eye gaze behavior and attentio...

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Detalles Bibliográficos
Autores principales: Pfeiffer, Christian, Wengeler, Simon, Loquercio, Antonio, Scaramuzza, Davide
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8887736/
https://www.ncbi.nlm.nih.gov/pubmed/35231038
http://dx.doi.org/10.1371/journal.pone.0264471