Probabilistic prediction and context tree identification in the Goalkeeper game

Abstract In this article we address two related issues on the learning of probabilistic sequences of events. First, which features make the sequence of events generated by a stochastic chain more difficult to predict. Second, how to model the procedures employed by different learners to identify the...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Noslen Hernández, Antonio Galves, Jesús E. García, Marcos D. Gubitoso, Claudia D. Vargas
Format:	Article
Language:	English
Published:	Nature Portfolio 2024-07-01
Subjects:	Statistical learning Probabilistic sequences Context tree models Probability matching Probability maximizing
Online Access:	https://doi.org/10.1038/s41598-024-66009-w