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Analysing factorizations of action-value networks for cooperative multi-agent reinforcement learning

Recent years have seen the application of deep reinforcement learning techniques to cooperative multi-agent systems, with great empirical success. However, given the lack of theoretical insight, it remains unclear what the employed neural networks are learning, or how we should enhance their learnin...

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Detalles Bibliográficos
Autores principales: Castellini, Jacopo, Oliehoek, Frans A., Savani, Rahul, Whiteson, Shimon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8550438/
https://www.ncbi.nlm.nih.gov/pubmed/34720685
http://dx.doi.org/10.1007/s10458-021-09506-w