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:
Mar. 29, 2022
Filed:
Dec. 13, 2017
Applicant:
Telefonaktiebolaget Lm Ericsson (Publ), Stockholm, SE;
Inventors:
Daniele Ceccarelli, Sollentuna, SE;
Tobias Ley, Taby, SE;
Massimiliano Maggiari, Pleasanton, CA (US);
Assignee:
TELEFONAKTIEBOLAGET LM ERICSSON (publ), Stockholm, SE;
Primary Examiner:
Int. Cl.
CPC ...
H04L 12/751 (2013.01); H04L 45/00 (2022.01); G06K 9/62 (2022.01); H04L 45/12 (2022.01); H04L 47/10 (2022.01); H04L 47/625 (2022.01);
U.S. Cl.
CPC ...
H04L 45/08 (2013.01); G06K 9/6262 (2013.01); H04L 45/123 (2013.01); H04L 45/70 (2013.01); H04L 47/39 (2013.01); H04L 47/627 (2013.01);
Abstract
A method in a telecommunications network comprises acquiring values of one or more parameters relating to traffic flow between a first group of nodes in the network. The method further comprises using a first reinforcement learning agent to dynamically adjust a first routing metric used to route traffic through the first group of nodes, based on the values of the one or more parameters, so as to alter the traffic flow through the first group of nodes.