US Patent Issued to Plus One Robotics on May 13 for "Dynamic machine learning systems and methods for identifying pick objects based on incomplete data sets" (Colorado, Texas Inventors)

ALEXANDRIA, Va., June 12 -- United States Patent no. 12,296,483, issued on May 13, was assigned to Plus One Robotics Inc. (San Antonio).

"Dynamic machine learning systems and methods for identifying pick objects based on incomplete data sets" was invented by Shaun Edwards (San Antonio) and Daniel Grollman (Boulder, Colo.).

According to the abstract* released by the U.S. Patent & Trademark Office: "The present invention relates to systems and methods for accounting for edge cases (i.e. tail data) in automated decision making systems, for example automated robotic picking systems. The systems and methods provide for retraining machine learning (ML) models so that the edge cases can be handled in a manner that requires less (or no) human int...