LYRICS: a General Interface Layer to Integrate Logic Inference and Deep Learning

18 Mar 2019Giuseppe MarraFrancesco GianniniMichelangelo DiligentiMarco Gori

In spite of the amazing results obtained by deep learning in many applications, a real intelligent behavior of an agent acting in a complex environment is likely to require some kind of higher-level symbolic inference. Therefore, there is a clear need for the definition of a general and tight integration between low-level tasks, processing sensorial data that can be effectively elaborated using deep learning techniques, and the logic reasoning that allows humans to take decisions in complex environments... (read more)

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