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Reward-predictive representations generalize across tasks in reinforcement learning

In computer science, reinforcement learning is a powerful framework with which artificial agents can learn to maximize their performance for any given Markov decision process (MDP). Advances over the last decade, in combination with deep neural networks, have enjoyed performance advantages over huma...

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Detalles Bibliográficos
Publicado en:PLoS Comput Biol
Autores principales: Lehnert, Lucas, Littman, Michael L., Frank, Michael J.
Formato: Artigo
Lenguaje:Inglês
Publicado: Public Library of Science 2020
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC7591094/
https://ncbi.nlm.nih.gov/pubmed/33057329
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1008317
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