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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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Detalhes bibliográficos
Main Authors: Frémaux, Nicolas, Sprekeler, Henning, Gerstner, Wulfram
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3623741/
https://ncbi.nlm.nih.gov/pubmed/23592970
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1003024
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