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:
Aug. 10, 2021

Filed:

May. 27, 2019
Applicant:

Royal Bank of Canada, Montreal, CA;

Inventors:

Hasham Burhani, Peterborough, CA;

Zichang Long, Bradford, CA;

Jonathan Cupillari, Toronto, CA;

Assignee:

ROYAL BANK OF CANADA, Montreal, CA;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/50 (2006.01); G06F 9/48 (2006.01); G06N 20/00 (2019.01); G06Q 40/00 (2012.01); G06N 5/00 (2006.01);
U.S. Cl.
CPC ...
G06F 9/50 (2013.01); G06F 9/48 (2013.01); G06F 9/4881 (2013.01); G06F 9/5005 (2013.01); G06N 5/00 (2013.01); G06N 20/00 (2019.01); G06Q 40/00 (2013.01);
Abstract

A system for reinforcement learning in a dynamic resource environment includes at least one memory and at least one processor configured to provide an electronic resource environment comprising: a matching engine and the resource generating agent configured for: obtaining from a historical data processing task database a plurality of historical data processing tasks, each historical data processing task including respective task resource requirement data; for a historical data processing task of the plurality of historical data processing tasks, generating layers of data processing tasks wherein a first layer data processing task has an incremental variant in its resource requirement data relative to resource requirement data for a second layer data processing task; and providing the layers of data processing tasks for matching by the machine engine.


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