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.

Date of Patent:
Apr. 16, 2024

Filed:

Oct. 18, 2018
Applicant:

Telefonaktiebolaget Lm Ericsson (Publ), Stockholm, SE;

Inventors:

Athanasios Karapantelakis, Solna, SE;

Elena Fersman, Stockholm, SE;

Rafia Inam, Västerås, SE;

Markus Andersson, Boden, SE;

David Lindero, Luleå, SE;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04W 36/00 (2009.01); G06N 20/00 (2019.01); H04W 36/16 (2009.01); H04W 36/30 (2009.01);
U.S. Cl.
CPC ...
H04W 36/0058 (2018.08); G06N 20/00 (2019.01); H04W 36/00837 (2018.08); H04W 36/165 (2013.01); H04W 36/30 (2013.01);
Abstract

Decision-making equipment () is configured for link change decision-making using reinforcement learning. The decision-making equipment () is configured to track rewards (--M) earned for, and outcomes (--M) of, respective link change decisions (--M). In some embodiments, possible outcomes of a link change decision to change a serving link of a wireless device to a target link include at least: a change of the serving link of the wireless device from the target link to another link; and a network-initiated disconnect of the wireless device from the target link. Regardless, the decision-making equipment () is also configured to make a link change decision (-(M+1)) based on the tracked rewards (--M) and outcomes (--M).


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