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:
May. 19, 2026

Filed:

Jul. 31, 2023
Applicant:

Robert Bosch Gmbh, Stuttgart, DE;

Inventors:

Chana Ross, Zichron Yaakov, IL;

Yakov Miron, Haifa, IL;

Yuval Goldfracht, Haifa, IL;

Dotan Di Castro, Haifa, IL;

Assignee:

Robert Bosch GmbH, Stuttgart, DE;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G05D 1/00 (2024.01); G06F 18/25 (2023.01);
U.S. Cl.
CPC ...
G05D 1/0221 (2013.01); G05D 1/0246 (2013.01); G05D 1/027 (2013.01); G06F 18/25 (2023.01);
Abstract

A method for training a control policy for a robot device includes acquiring a reference state of an environment of the robot device and a reference observation of the environment for the reference state. The method also includes generating, for each of a plurality of errors of an estimation of a pose of the robot device, an observation that is disturbed with respect to the reference observation according to the error of the pose estimation and a training data element comprising the generated observation as a training input. The method further includes training the control policy using the generated training data elements.


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