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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...
Autores principales: | Verstraeten, Timothy, Bargiacchi, Eugenio, Libin, Pieter J. K., Helsen, Jan, Roijers, Diederik M., Nowé, Ann |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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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 |
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