Reinforcement Learning Using a Continuous Time Actor-Critic Framework with Spiking Neurons

Animals repeat rewarded behaviors, but the physiological basis of reward-based learning has only been partially elucidated. On one hand, experimental evidence shows that the neuromodulator dopamine carries information about rewards and affects synaptic plasticity. On the other hand, the theory of re...

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Detalles Bibliográficos
Autores principales: Frémaux, Nicolas, Sprekeler, Henning, Gerstner, Wulfram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3623741/
https://www.ncbi.nlm.nih.gov/pubmed/23592970
http://dx.doi.org/10.1371/journal.pcbi.1003024

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3623741/
https://www.ncbi.nlm.nih.gov/pubmed/23592970
http://dx.doi.org/10.1371/journal.pcbi.1003024

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