US Patent Issued to HRL LABORATORIES on Nov. 11 for "Systems and methods for few-shot transfer learning" (California Inventors)

ALEXANDRIA, Va., Nov. 11 -- United States Patent no. 12,468,949, issued on Nov. 11, was assigned to HRL LABORATORIES LLC (Malibu, Calif.).

"Systems and methods for few-shot transfer learning" was invented by Soheil Kolouri (Calabasas, Calif.), Mohammad Rostami (Malibu, Calif.) and Kyungnam Kim (Oak Park, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method for training a controller to control a robotic system includes: receiving a neural network of an original controller for the robotic system based on origin data samples from an origin domain and labels in a label space, the neural network including encoder and classifier parameters, the neural network being trained to: map an input data sample fr...