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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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Autors principals: Frémaux, Nicolas, Sprekeler, Henning, Gerstner, Wulfram
Format: Artigo
Idioma:Inglês
Publicat: Public Library of Science 2013
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Accés en línia: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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