A reinforcement-learning approach to efficient communication

We present a multi-agent computational approach to partitioning semantic spaces using reinforcement-learning (RL). Two agents communicate using a finite linguistic vocabulary in order to convey a concept. This is tested in the color domain, and a natural reinforcement learning mechanism is shown to...

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Detalles Bibliográficos
Autores principales: Kågebäck, Mikael, Carlsson, Emil, Dubhashi, Devdatt, Sayeed, Asad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7363069/
https://www.ncbi.nlm.nih.gov/pubmed/32667959
http://dx.doi.org/10.1371/journal.pone.0234894

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7363069/
https://www.ncbi.nlm.nih.gov/pubmed/32667959
http://dx.doi.org/10.1371/journal.pone.0234894

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