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The Missing Link Between Memory and Reinforcement Learning

Reinforcement learning systems usually assume that a value function is defined over all states (or state-action pairs) that can immediately give the value of a particular state or action. These values are used by a selection mechanism to decide which action to take. In contrast, when humans and anim...

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Detalles Bibliográficos
Autores principales: Balkenius, Christian, Tjøstheim, Trond A., Johansson, Birger, Wallin, Annika, Gärdenfors, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7758424/
https://www.ncbi.nlm.nih.gov/pubmed/33362625
http://dx.doi.org/10.3389/fpsyg.2020.560080