The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Sep. 08, 2026
Filed:
Oct. 13, 2022
Samsung Electronics Co., Ltd., Suwon-si, KR;
Di Wu, Saint-Laurent, CA;
Manyou MA, Vancouver, CA;
Yi Tian Xu, Mount Royal, CA;
Jimmy Li, Longueuil, CA;
Seowoo Jang, Seoul, KR;
Xue Liu, Montreal, CA;
Gregory Lewis Dudek, West Mount, CA;
SAMSUNG ELECTRONICS CO., LTD., Suwon-si, KR;
Abstract
A method includes obtaining at least one policy parameter of a neural network corresponding to a load balancing policy, receiving trajectories for each mobile device in a plurality of mobile devices of the wireless network, each trajectory corresponding to a sequence of states of a respective mobile device, wherein the sequence of states is generated based on a continuous interaction of an existing policy of the respective mobile device with the wireless network, estimating advantage functions for each mobile device in the plurality of mobile devices based on the trajectories for each respective mobile device, and updating the at least one policy parameter based on the estimated advantage functions such that the load balancing policy is determined based on states of each mobile device in the plurality of mobile devices.