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.

Date of Patent:
Oct. 28, 2025

Filed:

Feb. 19, 2021
Applicant:

Robert Bosch Gmbh, Stuttgart, DE;

Inventors:

Ayal Taitler, Haifa, IL;

Christian Daniel, Leonberg, DE;

Dotan Di Castro, Haifa, IL;

Felix Milo Richter, Heidenheim, DE;

Joel Oren, Tel Aviv, IL;

Maksym Lefarov, Stuttgart, DE;

Nima Manafzadeh Dizbin, Istanbul, TR;

Zohar Feldman, Haifa, IL;

Assignee:

ROBERT BOSCH GMBH, Stuttgart, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 19/418 (2006.01); G06F 18/21 (2023.01); G06F 18/243 (2023.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01); G06N 5/01 (2023.01);
U.S. Cl.
CPC ...
G05B 19/41865 (2013.01); G06F 18/217 (2023.01); G06F 18/24323 (2023.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06N 5/01 (2023.01); G05B 2219/32335 (2013.01);
Abstract

A method for scheduling a set of jobs for a plurality of machines. Each job is defined by at least one feature which characterizes a processing time of the job. If any of the machines is free, a job from of the set of jobs is selected to be carrying out by said machine and scheduled for said machine. The job is selected as follows: a Graph Neural Network receives as input the set of jobs and a current state of at least the machine which is free, the Graph Neural Network outputs a reward for the set of jobs if launched on the machines, which states are inputted into the Graph Neuronal Network, and the job for the free machine is selected depending on the Graph Neural Network output.


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