Logical Rule Induction and Theory Learning Using Neural Theorem Proving

Andres Campero
Andres Campero
Aldo Pareja
Aldo Pareja

arXiv: Artificial Intelligence, Volume abs/1809.02193, 2018.

Cited by: 10|Views26
EI

Abstract:

A hallmark of human cognition is the ability to continually acquire and distill observations of the world into meaningful, predictive theories. In this paper we present a new mechanism for logical theory acquisition which takes a set of observed facts and learns to extract from them a set of logical rules and a small set of core facts whi...More

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