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:
Sep. 09, 2025
Filed:
Nov. 27, 2018
Amazon Technologies, Inc., Seattle, WA (US);
Sahika Genc, Mercer Island, WA (US);
Sunil Mallya Kasaragod, San Francisco, CA (US);
Leo Parker Dirac, Seattle, WA (US);
Bharathan Balaji, Seattle, WA (US);
Saurabh Gupta, Seattle, WA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
A simulation application container executes a simulation of a system in a simulation environment, through which an agent representing the system uses a reinforcement learning model to operate within the simulation environment. The simulation application container obtains data indicating how the agent performed in the simulation environment and transmits this data to a robot application container. The robot application container uses the data to update the reinforcement learning model and provides the updated reinforcement learning model to perform another iteration of the simulation and continue training the reinforcement learning model.