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Active Exploration for Learning Symbolic Representations

We introduce an online active exploration algorithm for data-efficiently learning an abstract symbolic model of an environment. Our algorithm is divided into two parts: the first part quickly generates an intermediate Bayesian symbolic model from the data that the agent has collected so far, which t...

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Detaylı Bibliyografya
Yayımlandı:Adv Neural Inf Process Syst
Asıl Yazarlar: Andersen, Garrett, Konidaris, George
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2017
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC6814192/
https://ncbi.nlm.nih.gov/pubmed/31656387
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