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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
Autores principales: Lehnert, Lucas, Littman, Michael L., Frank, Michael J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7591094/
https://www.ncbi.nlm.nih.gov/pubmed/33057329
http://dx.doi.org/10.1371/journal.pcbi.1008317