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:
Oct. 15, 2024
Filed:
Nov. 21, 2018
Amazon Technologies, Inc., Seattle, WA (US);
Sahika Genc, Mercer Island, WA (US);
Bharathan Balaji, Seattle, WA (US);
Urvashi Chowdhary, Seattle, WA (US);
Leo Parker Dirac, Seattle, WA (US);
Saurabh Gupta, Redmond, WA (US);
Vineet Khare, Redmond, WA (US);
Sunil Mallya Kasaragod, San Francisco, CA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
A machine learning environment utilizing training data generated by customer networks. A reinforcement learning machine learning environment receives and processes training data generated by simulated hosted, or integrated, customer networks. The reinforcement learning machine learning environment corresponds to machine learning clusters that receive and process training data sets provided by the integrated customer networks. The customer networks include an agent process that collects training data and forwards the training data to the machine learning clusters. The machine learning clusters can be configured in a manner to automatically process the training data without requiring additional user inputs or controls to configure the application of the reinforcement learning machine learning processes.