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Diffusion-based neuromodulation can eliminate catastrophic forgetting in simple neural networks

A long-term goal of AI is to produce agents that can learn a diversity of skills throughout their lifetimes and continuously improve those skills via experience. A longstanding obstacle towards that goal is catastrophic forgetting, which is when learning new information erases previously learned inf...

詳細記述

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書誌詳細
出版年:PLoS One
主要な著者: Velez, Roby, Clune, Jeff
フォーマット: Artigo
言語:Inglês
出版事項: Public Library of Science 2017
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC5690421/
https://ncbi.nlm.nih.gov/pubmed/29145413
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0187736
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