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:
Nov. 23, 2021

Filed:

Dec. 12, 2017
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Aleksandrs Slivkins, Arlington, VA (US);

John Langford, Scarsdale, NY (US);

Markus Cozowicz, New York, NY (US);

Alekh Agarwal, New York, NY (US);

Siddhartha Sen, New York, NY (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/36 (2006.01); G06F 11/34 (2006.01); G06F 8/38 (2018.01); G06T 11/20 (2006.01); G06F 9/451 (2018.01); G06N 20/00 (2019.01); H04L 29/08 (2006.01); G06Q 30/02 (2012.01);
U.S. Cl.
CPC ...
G06F 11/3692 (2013.01); G06F 8/38 (2013.01); G06F 9/451 (2018.02); G06F 11/3438 (2013.01); G06F 11/3476 (2013.01); G06F 11/3664 (2013.01); G06N 20/00 (2019.01); G06Q 30/0201 (2013.01); G06Q 30/0202 (2013.01); G06Q 30/0242 (2013.01); G06Q 30/0243 (2013.01); G06Q 30/0244 (2013.01); G06T 11/206 (2013.01); H04L 67/22 (2013.01); H04L 67/34 (2013.01); G06T 2200/24 (2013.01); H04L 67/02 (2013.01);
Abstract

The claimed subject matter includes techniques for providing an application testing service with a user interface that enables a user to evaluate performance data for computer implemented decision policies. An example method includes displaying a first reward statistic comprising an actual performance result for a policy implemented by an application. The method also includes obtaining experimental data corresponding to previously implemented policies, computing a second reward statistic for a hypothetical policy using a reward function applied to the experimental data. The method also includes displaying the second reward statistic together with the first reward statistic to enable a user to compare the first reward statistic and the second first reward statistic.


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