UAS Visual Navigation in Large and Unseen Environments via a Meta Agent

The aim of this work is to develop an approach that enables Unmanned Aerial System (UAS) to efficiently learn to navigate in large-scale urban environments and transfer their acquired expertise to novel environments. To achieve this, we propose a metacurriculum training scheme. First, meta-training...

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Bibliographic Details
Published in:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Main Authors: Y. Han, C. Toth, A. Yilmaz
Format: Article
Language:English
Published: Copernicus Publications 2024-06-01
Online Access:https://isprs-annals.copernicus.org/articles/X-2-2024/105/2024/isprs-annals-X-2-2024-105-2024.pdf