Brian J Townsend

US Patent:

20200167437, May 28, 2020

Filed:

Nov 27, 2018

Appl. No.:

16/201872

Inventors:

- Seattle WA, US
Sahika Genc - 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

International Classification:

G06F 17/50
G06N 20/00

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.