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. 13, 2024
Filed:
Sep. 30, 2019
Applicant:
Amazon Technologies, Inc., Seattle, WA (US);
Inventors:
Sahika Genc, Mercer Island, WA (US);
Sravan Babu Bodapati, San Francisco, CA (US);
Tao Sun, Bellevue, WA (US);
Sunil Mallya Kasaragod, San Francisco, CA (US);
Assignee:
Amazon Technologies, Inc., Seattle, WA (US);
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G05D 1/02 (2020.01); G06F 17/16 (2006.01); G06F 16/904 (2019.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G05D 1/0221 (2013.01); G06F 16/904 (2019.01); G06F 17/16 (2013.01); G05D 2201/0213 (2013.01);
Abstract
A data source configured to provide a representation of an environment of one or more agents is identified. Using a data set obtained from the data source, a neural network-based reinforcement learning model with one or more attention layers is trained. Importance indicators generated by the attention layers are used to identify actions to be initiated by an agent. A trained version of the model is stored.