US Patent Issued to International Business Machines on March 24 for "Automated explainer of reinforcement learning actions using occupation measures" (Israeli Inventors)

ALEXANDRIA, Va., March 24 -- United States Patent no. 12,585,976, issued on March 24, was assigned to International Business Machines Corp. (Armonk, N.Y.).

"Automated explainer of reinforcement learning actions using occupation measures" was invented by Alexander Zadorojniy (Haifa, Israel) and Michael Masin (Haifa, Israel).

According to the abstract* released by the U.S. Patent & Trademark Office: "Automatic identification of features that drive a reinforcement learning model to recommend an action of interest. The identification is based on a calculation of occupation measures of state-action pairs associated with the reinforcement learning model. High occupation measures of certain action-state pairs indicate that the states of these pa...