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:
Dec. 15, 2020

Filed:

Nov. 13, 2018
Applicant:

The Charles Stark Draper Laboratory, Inc., Cambridge, MA (US);

Inventors:

Jacob Harer, Mansfield, MA (US);

Tomo Lazovich, Cambridge, MA (US);

Rebecca Russell, Cambridge, MA (US);

Onur Ozdemir, Arlington, MA (US);

Louis Kim, Cambridge, MA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/44 (2018.01); G06F 11/36 (2006.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06F 11/3604 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01);
Abstract

A software instruction code repair system comprising an instruction code example pool. The example pool comprises a set of good instruction code examples and a set of bad instruction code examples. The software instruction code repair system further comprises a sequence-to-sequence (seq2seq) network that is configured to generate a corrected instruction code example, based on one example of the set of bad instruction code examples. The software instruction code repair system further comprises a discriminator configured to randomly select one of the corrected instruction code example and one instruction code example of the set of good instruction code examples to produce a selected instruction code example. The discriminator is further configured to make a determination that the selected instruction code example is most likely taken either the instruction code example pool or the seq2seq network.


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