Network offloading policies for cloud robotics: a learning-based approach

Today’s robotic systems are increasingly turning to computationally expensive models such as deep neural networks (DNNs) for tasks like localization, perception, planning, and object detection. However, resource-constrained robots, like low-power drones, often have insufficient on-board compute reso...

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Veröffentlicht in:Autonomous robots Jg. 45; H. 7; S. 997 - 1012
Hauptverfasser: Chinchali, Sandeep, Sharma, Apoorva, Harrison, James, Elhafsi, Amine, Kang, Daniel, Pergament, Evgenya, Cidon, Eyal, Katti, Sachin, Pavone, Marco
Format: Journal Article
Sprache:Englisch
Veröffentlicht: New York Springer US 01.10.2021
Springer Nature B.V
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ISSN:0929-5593, 1573-7527
Online-Zugang:Volltext
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