US Patent Issued on May 27 for "Redundant machine learning architecture for high-risk environments" (American, Irish Inventors)

ALEXANDRIA, Va., June 17 -- United States Patent no. 12,314,015, issued on May 27.

"Redundant machine learning architecture for high-risk environments" was invented by Kingsuk Maitra (Fremont, Calif.), Kinshumann Kinshumann (Redmond, Wash.), Garrett Patrick Prendiville (Sallins, Ireland) and Kence Anderson (Berkeley, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "The techniques disclosed herein enable systems to enhance the resilience of autonomous control systems through a fault-tolerant machine learning architecture. To achieve this, a fault-tolerant machine learning agent is constructed with a selector agent, a nominal agent, and a redundancy agent which is a multidimensional lookup table. The faul...