The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jul. 11, 2023
Filed:
Aug. 14, 2020
Robert Bosch Gmbh, Stuttgart, DE;
Carnegie Mellon University, Pittsburgh, PA (US);
Csaba Domokos, Simmozheim, DE;
Daria Stepanova, Renningen, DE;
Jeremy Zieg Kolter, Pittsburgh, PA (US);
Po-Wei Wang, Pittsburgh, PA (US);
ROBERT BOSCH GMBH, Stuttgart, DE;
CARNEGIE MELLON UNIVERSITY, Pittsburgh, PA (US);
Abstract
A system and computer implemented method for learning rules from a data base including entities and relations between the entities, wherein an entity is either a constant or a numerical value, and a relation between a constant and a numerical value is a numerical relation and a relation between two constants is a non-numerical relation. The method includes: deriving aggregate values from said numerical and/or non-numerical relations; deriving non-numerical relations from said aggregate values; adding said derived non-numerical relations to the data base; constructing differentiable operators, wherein a differentiable operator refers to a non-numerical or a derived non-numerical relation of the data base, and extracting rules from said differentiable operators.