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Designing all-pay auctions using deep learning and multi-agent simulation

We propose a multi-agent learning approach for designing crowdsourcing contests and All-Pay auctions. Prizes in contests incentivise contestants to expend effort on their entries, with different prize allocations resulting in different incentives and bidding behaviors. In contrast to auctions design...

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Detalles Bibliográficos
Autores principales: Gemp, Ian, Anthony, Thomas, Kramar, Janos, Eccles, Tom, Tacchetti, Andrea, Bachrach, Yoram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9547898/
https://www.ncbi.nlm.nih.gov/pubmed/36209288
http://dx.doi.org/10.1038/s41598-022-20234-3