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METHOD AND SYSTEM FOR MULTI-BATCH REINFORCEMENT LEARNING VIA MULTI-IMITATION LEARNING

Publication EP4711983A2 Kind: A2 Mar 18, 2026

Applicants

Samsung Electronics Co., Ltd.

Inventors

Wu, Di, Li, Tianyu, Meger, David, Jenkin, Michael, Liu, Xue, Dudek, Gregory Lewis

Abstract

A method in a server comprises receiving, from a plurality of base stations, user equipment, UE, state information, wherein the UE state information includes whether a plurality of UEs in cells served by the plurality of base stations are in an idle mode or an active mode; predicting a traffic load of a target base station among the plurality of base stations, based on the UE state information; determining cell reselection priorities for a plurality of cells served by the target base station, based on the predicted traffic load; transmitting, to the target base station, the cell reselection priorities; and reselecting a cell for an idle mode UE camped in one of the plurality of cells, based on the cell reselection priorities.

IPC Classifications

G06N 3/08 20230101AFI20240918BHEP

Designated States

AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LI, LT, LU, LV, MC, ME, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR