Multi-Agent Thompson Sampling for Bandit Applications with Sparse Neighbourhood Structures

Multi-agent coordination is prevalent in many real-world applications. However, such coordination is challenging due to its combinatorial nature. An important observation in this regard is that agents in the real world often only directly affect a limited set of neighbouring agents. Leveraging such...

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Detalles Bibliográficos
Autores principales: Verstraeten, Timothy, Bargiacchi, Eugenio, Libin, Pieter J. K., Helsen, Jan, Roijers, Diederik M., Nowé, Ann
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7174305/
https://www.ncbi.nlm.nih.gov/pubmed/32317732
http://dx.doi.org/10.1038/s41598-020-62939-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7174305/
https://www.ncbi.nlm.nih.gov/pubmed/32317732
http://dx.doi.org/10.1038/s41598-020-62939-3

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