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:
Nov. 17, 2020
Filed:
Jun. 01, 2018
Applicant:
Royal Bank of Canada, Montreal, CA;
Inventor:
Cory Fong, Toronto, CA;
Assignee:
ROYAL BANK OF CANADA, Montreal, CA;
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 11/36 (2006.01); G06N 3/02 (2006.01); G06N 3/00 (2006.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06F 40/30 (2020.01); G06F 40/35 (2020.01); G06F 40/284 (2020.01); G06N 5/02 (2006.01);
U.S. Cl.
CPC ...
G06F 11/3684 (2013.01); G06F 40/284 (2020.01); G06F 40/30 (2020.01); G06F 40/35 (2020.01); G06N 3/006 (2013.01); G06N 3/02 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G06N 5/022 (2013.01);
Abstract
Computer implemented methods and systems are provided for generating one or more test cases based on received one or more natural language strings. An example system comprises a natural language classification unit that utilizes a trained neural network in conjunction with a reinforcement learning model, the system receiving as inputs various natural language strings and providing as outputs mapped test actions, mapped by the neural network.