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From eye-blinks to state construction: Diagnostic benchmarks for online representation learning

We present three new diagnostic prediction problems inspired by classical-conditioning experiments to facilitate research in online prediction learning. Experiments in classical conditioning show that animals such as rabbits, pigeons, and dogs can make long temporal associations that enable multi-st...

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Detalles Bibliográficos
Autores principales: Rafiee, Banafsheh, Abbas, Zaheer, Ghiassian, Sina, Kumaraswamy, Raksha, Sutton, Richard S, Ludvig, Elliot A, White, Adam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9814020/
https://www.ncbi.nlm.nih.gov/pubmed/36618906
http://dx.doi.org/10.1177/10597123221085039