Reinforcing the role of competition platforms

The RangL project encourages the wider uptake of reinforcement learning by supporting a cloud-native platform that hosts industrially focused sequential decision problems. In this opinion piece, members of the RangL team make the case for the potential of competition platforms to facilitate collabor...

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Detalles Bibliográficos
Autores principales: Arvizu, Jorge Montalvo, Mason, Lachlan R., Moriarty, John
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Opinion
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8369229/
https://www.ncbi.nlm.nih.gov/pubmed/34430932
http://dx.doi.org/10.1016/j.patter.2021.100326
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author Arvizu, Jorge Montalvo
Mason, Lachlan R.
Moriarty, John
author_facet Arvizu, Jorge Montalvo
Mason, Lachlan R.
Moriarty, John
author_sort Arvizu, Jorge Montalvo
collection PubMed
description The RangL project encourages the wider uptake of reinforcement learning by supporting a cloud-native platform that hosts industrially focused sequential decision problems. In this opinion piece, members of the RangL team make the case for the potential of competition platforms to facilitate collaboration between academia and industry, and to drive progress in real-world applications of reinforcement learning, over the coming years.
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spelling pubmed-83692292021-08-23 Reinforcing the role of competition platforms Arvizu, Jorge Montalvo Mason, Lachlan R. Moriarty, John Patterns (N Y) Opinion The RangL project encourages the wider uptake of reinforcement learning by supporting a cloud-native platform that hosts industrially focused sequential decision problems. In this opinion piece, members of the RangL team make the case for the potential of competition platforms to facilitate collaboration between academia and industry, and to drive progress in real-world applications of reinforcement learning, over the coming years. Elsevier 2021-08-13 /pmc/articles/PMC8369229/ /pubmed/34430932 http://dx.doi.org/10.1016/j.patter.2021.100326 Text en © 2021 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Opinion
Arvizu, Jorge Montalvo
Mason, Lachlan R.
Moriarty, John
Reinforcing the role of competition platforms
title Reinforcing the role of competition platforms
title_full Reinforcing the role of competition platforms
title_fullStr Reinforcing the role of competition platforms
title_full_unstemmed Reinforcing the role of competition platforms
title_short Reinforcing the role of competition platforms
title_sort reinforcing the role of competition platforms
topic Opinion
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8369229/
https://www.ncbi.nlm.nih.gov/pubmed/34430932
http://dx.doi.org/10.1016/j.patter.2021.100326
work_keys_str_mv AT arvizujorgemontalvo reinforcingtheroleofcompetitionplatforms
AT masonlachlanr reinforcingtheroleofcompetitionplatforms
AT moriartyjohn reinforcingtheroleofcompetitionplatforms

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