US Patent Issued to INTUIT on Oct. 6 for "Advantage weighted sampling for group-based relative policy optimization in machine learning" (Israeli Inventors)

ALEXANDRIA, Va., Oct. 6 -- United States Patent no. 12,755,209, issued on Oct. 6, was assigned to INTUIT INC. (Mountain View, Calif.).

"Advantage weighted sampling for group-based relative policy optimization in machine learning" was invented by Shai Ardazi (Tel Aviv, Israel), Ofir Ben Shoham (Giv'atayim, Israel), Shirli Di Castro Shashua (Kfar Saba, Israel) and Gidi Zilbar (Ein Shemer, Israel).

According to the abstract* released by the U.S. Patent & Trademark Office: "Aspects of the present disclosure provide techniques for optimizing a policy model in a reinforcement learning framework, involving generating output completions for an input query, evaluating the output completions with a reward model, and storing related data in a replay...