Detecting Changes and Avoiding Catastrophic Forgetting in Dynamic Partially Observable Environments

The ability of an agent to detect changes in an environment is key to successful adaptation. This ability involves at least two phases: learning a model of an environment, and detecting that a change is likely to have occurred when this model is no longer accurate. This task is particularly challeng...

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Detalles Bibliográficos
Autores principales: Dick, Jeffery, Ladosz, Pawel, Ben-Iwhiwhu, Eseoghene, Shimadzu, Hideyasu, Kinnell, Peter, Pilly, Praveen K., Kolouri, Soheil, Soltoggio, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7787001/
https://www.ncbi.nlm.nih.gov/pubmed/33424575
http://dx.doi.org/10.3389/fnbot.2020.578675

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7787001/
https://www.ncbi.nlm.nih.gov/pubmed/33424575
http://dx.doi.org/10.3389/fnbot.2020.578675

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