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:
Feb. 06, 2024
Filed:
Dec. 12, 2019
Applicant:
Amazon Technologies, Inc., Seattle, WA (US);
Inventors:
Samuel Tucker, Minneapolis, MN (US);
Agnika Kumar, Seattle, WA (US);
Brett James Panosh, Seattle, WA (US);
Assignee:
Amazon Technologies, Inc., Seattle, WA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 15/26 (2006.01); G06F 40/30 (2020.01); G06N 20/00 (2019.01); G06F 40/42 (2020.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G10L 15/26 (2013.01); G06F 40/30 (2020.01); G06F 40/42 (2020.01); G06N 20/00 (2019.01); G06N 3/045 (2023.01);
Abstract
Devices and techniques are generally described for process optimization using reinforcement learning. In various examples, first input data is received and a first process for processing the first input data is determined. In some examples, a second process for processing the first input data is determined. A first machine learning model is used to generate a first prediction for processing the first input data by the first process. The first process and/or the second process are controlled based at least in part on the first prediction.