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:
Aug. 30, 2022
Filed:
Nov. 27, 2018
Amazon Technologies, Inc., Seattle, WA (US);
Sunil Mallya Kasaragod, San Francisco, CA (US);
Sahika Gene, Mercer Island, WA (US);
Leo Parker Dirac, Seattle, WA (US);
Bharathan Balaji, Seattle, WA (US);
Eric Li Sun, Milpitas, CA (US);
Marthinus Coenraad De Clercq Wentzel, Seattle, WA (US);
Brian James Townsend, San Francisco, CA (US);
Pramod Ravikumar Kumar, Santa Clara, CA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
A simulation workflow manager obtains a set of parameters for simulation of a system and training of a reinforcement learning model for optimizing an application of the system. In response to obtaining the set of parameters, the simulation workflow manager configures a first compute node that includes a training application for training the reinforcement learning model. The simulation workflow manager also configures a second compute note with a simulation application to perform the simulation of the system in a simulation environment. Data is generated through execution of the simulation in the second compute node that is provided to the first compute node to cause the training application to use the data to train the reinforcement learning model.