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The Applicability of Self-Play Algorithms to Trading and Forecasting Financial Markets

The central research question to answer in this study is whether the AI methodology of Self-Play can be applied to financial markets. In typical use-cases of Self-Play, two AI agents play against each other in a particular game, e.g., chess or Go. By repeatedly playing the game, they learn its rules...

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Detalles Bibliográficos
Autores principales: Posth, Jan-Alexander, Kotlarz, Piotr, Misheva, Branka Hadji, Osterrieder, Joerg, Schwendner, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8201072/
https://www.ncbi.nlm.nih.gov/pubmed/34136801
http://dx.doi.org/10.3389/frai.2021.668465