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Autonomous navigation of stratospheric balloons using reinforcement learning

Autonomous navigation of stratospheric balloons using reinforcement learning

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2466773612

Autonomous navigation of stratospheric balloons using reinforcement learning

About this item

Full title

Autonomous navigation of stratospheric balloons using reinforcement learning

Publisher

London: Nature Publishing Group UK

Journal title

Nature (London), 2020-12, Vol.588 (7836), p.77-82

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Efficiently navigating a superpressure balloon in the stratosphere
1
requires the integration of a multitude of cues, such as wind speed and solar elevation, and the process is complicated by forecast errors and sparse wind measurements. Coupled with the need to make decisions in real time, these factors rule out the use of conventional contr...

Alternative Titles

Full title

Autonomous navigation of stratospheric balloons using reinforcement learning

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_miscellaneous_2466773612

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2466773612

Other Identifiers

ISSN

0028-0836

E-ISSN

1476-4687

DOI

10.1038/s41586-020-2939-8

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