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:
Jun. 27, 2023

Filed:

May. 14, 2020
Applicant:

Intelligrated Headquarters, Llc, Mason, OH (US);

Inventors:

Abhijit Makhal, Maryland Heights, MO (US);

Dikshya Swain, St. Louis, MO (US);

Sagar Lakhmani, St. Louis, MO (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B65G 15/00 (2006.01); B65G 43/10 (2006.01); B65G 43/08 (2006.01); G06N 20/00 (2019.01); G06N 3/02 (2006.01); G01B 11/26 (2006.01); G05B 13/02 (2006.01);
U.S. Cl.
CPC ...
B65G 15/00 (2013.01); G01B 11/26 (2013.01); G05B 13/027 (2013.01); B65G 2201/02 (2013.01); B65G 2203/0225 (2013.01); B65G 2203/0291 (2013.01); B65G 2203/041 (2013.01); B65G 2811/095 (2013.01);
Abstract

Various embodiments described herein relate to techniques for reinforcement learning based conveyoring control. In this regard, a conveyor system is configured to transport one or more objects via a conveyor belt. Furthermore, a vision system comprises one or more sensors configured to scan the one or more objects associated with the conveyor system. A processing device is configured to employ a machine learning model to determine object pose data associated with the one or more objects. The processing device is further configured to generate speed control data for the conveyor belt of the conveyor system based on a set of control policies associated with the object pose data.


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