ALEXANDRIA, Va., Aug. 12 -- United States Patent no. 12,705,537, issued on Aug. 11, was assigned to Telefonaktiebolaget LM Ericsson (publ) (Stockholm).
"Methods and apparatus for implementing reinforcement learning" was invented by Alexandros Nikou (Danderyd, Sweden) and Anusha Pradeep Mujumdar (Bangalore, India).
According to the abstract* released by the U.S. Patent & Trademark Office: "Methods and apparatus for implementing reinforcement learning (RL) are provided. A method of operation for a node implementing RL, wherein the node instructs actions in an environment in accordance with a policy generated by a RL agent, wherein the RL agent models the environment and encodes a state of the environment using a set of features, comprises o...