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Policy search with rare significant events: Choosing the right partner to cooperate with

This paper focuses on a class of reinforcement learning problems where significant events are rare and limited to a single positive reward per episode. A typical example is that of an agent who has to choose a partner to cooperate with, while a large number of partners are simply not interested in c...

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Detalles Bibliográficos
Autores principales: Ecoffet, Paul, Fontbonne, Nicolas, André, Jean-Baptiste, Bredeche, Nicolas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9041856/
https://www.ncbi.nlm.nih.gov/pubmed/35472212
http://dx.doi.org/10.1371/journal.pone.0266841