US Patent Issued to Maplebear on April 8 for "Automation engine using a hyperparameter learning model to optimize sub-systems of an online system" (Canadian, American Inventors)

ALEXANDRIA, Va., April 9 -- United States Patent no. 12,271,939, issued on April 8, was assigned to Maplebear Inc. (San Francisco).

"Automation engine using a hyperparameter learning model to optimize sub-systems of an online system" was invented by Sonali Deepak Chhabria (San Carlos, Calif.), Xiangyu Wang (San Jose, Calif.), Aman Jain (Toronto), Ganesh Krishnan (San Francisco), Trace Levinson (San Francisco) and Jian Wang (Saratoga, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "An online concierge system includes a marketplace automation engine for setting various control parameters affecting marketplace operation. The marketplace automation engine applies a hyperparameter learning model to the mark...