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Few-Shot Induction of Generalized Logical Concepts via Human Guidance

We consider the problem of learning generalized first-order representations of concepts from a small number of examples. We augment an inductive logic programming learner with 2 novel contributions. First, we define a distance measure between candidate concept representations that improves the effic...

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Detalles Bibliográficos
Autores principales:	Das, Mayukh, Ramanan, Nandini, Doppa, Janardhan Rao, Natarajan, Sriraam
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2020
Materias:	Robotics and AI
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7805948/ https://www.ncbi.nlm.nih.gov/pubmed/33501288 http://dx.doi.org/10.3389/frobt.2020.00122

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