US Patent Issued to Woven by Toyota on Sept. 30 for "Active learning on fallback data" (California Inventor)

ALEXANDRIA, Va., Sept. 30 -- United States Patent no. 12,428,007, issued on Sept. 30, was assigned to Woven by Toyota Inc. (Tokyo).

"Active learning on fallback data" was invented by Jasper Friedrichs (Menlo Park, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A system for refining a trained autonomous control model is disclosed. The system includes a computing device configured to execute a simulation of a trained autonomous control model for a vehicle model in a simulation environment based on a predefined dataset defining a virtual driving environment and implement a fallback layer configured to detect a failure. In response to the fallback layer detecting the failure of the trained autonomous cont...