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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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Detalhes bibliográficos
Publicado no:PLoS Comput Biol
Main Authors: Lehnert, Lucas, Littman, Michael L., Frank, Michael J.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2020
Assuntos:
Acesso em linha: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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