US Patent Issued to Mellanox Technologies on Sept. 15 for "Multi-armed bandit improvement" (Israeli Inventors)

ALEXANDRIA, Va., Sept. 15 -- United States Patent no. 12,737,232, issued on Sept. 15, was assigned to Mellanox Technologies Ltd (Yokneam, Israel).

"Multi-armed bandit improvement" was invented by Amir Rosen (Haifa, Israel), Shie Mannor (Haifa, Israel), Gil Levy (Hod Hasharon, Israel), Arye Albahari (Kiryat Motzkin, Israel) and Ariel Szapiro (Kfar Netter, Israel).

According to the abstract* released by the U.S. Patent & Trademark Office: "In one embodiment, a system includes a processor to control a resource according to policies selected by a multi-armed bandit machine learning agent in exploration phases and in exploitation phases, and execute the multi-armed bandit machine learning agent to select from the policies to control the resour...