18416828. TECHNIQUES FOR GENERATING INITIALIZATIONS FOR PARALLEL OPTIMIZERS (NVIDIA Corporation)

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TECHNIQUES FOR GENERATING INITIALIZATIONS FOR PARALLEL OPTIMIZERS

Organization Name

NVIDIA Corporation

Inventor(s)

Peter Karkus of Zurich (CH)

Tong Che of San Jose CA (US)

Christopher Maes of San Jose CA (US)

Shie Mannor of Haifa (IL)

Marco Pavone of Stanford CA (US)

Yunfei Shi of Santa Clara CA (US)

Heng Yang of Cambridge MA (US)

TECHNIQUES FOR GENERATING INITIALIZATIONS FOR PARALLEL OPTIMIZERS

This abstract first appeared for US patent application 18416828 titled 'TECHNIQUES FOR GENERATING INITIALIZATIONS FOR PARALLEL OPTIMIZERS



Original Abstract Submitted

One embodiment of a method for controlling a system includes generating a plurality of initializations using a trained machine learning model, performing a plurality of instances of an iterative technique based on the plurality of initializations to generate a plurality of results, generating a control signal based on one or more results included in the plurality of results, and transmitting the control signal to the system to cause the system to perform one or more operations.