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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...
Autores principales: | Ecoffet, Paul, Fontbonne, Nicolas, André, Jean-Baptiste, Bredeche, Nicolas |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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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 |
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