ALEXANDRIA, Va., April 15 -- United States Patent no. 12,603,837, issued on April 14, was assigned to CyKor LLC (Annapolis, Md.).
"Method and system for optimization of network traffic based on reinforcement learning" was invented by Mark Mitchiner (San Diego).
According to the abstract* released by the U.S. Patent & Trademark Office: "A system for optimizing network traffic distribution including a control plane connected to a data plane. The control plane includes one or more processors and memory storing instructions that, when executed by the one or more processors, cause the control plane to: implement a reinforcement learning module configured to: model a network state space comprising interface characteristics and traffic character...