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:
Feb. 17, 2026
Filed:
Mar. 20, 2025
Nokia Solutions and Networks Oy, Espoo, FI;
Vismika Maduka Ranasinghe Mudiyanselage, Oulu, FI;
Kalle Petteri Kela, Espoo, FI;
Teemu Mikael Veijalainen, Espoo, FI;
Afef Feki, Massy, FR;
Dick Carrillo Melgarejo, Espoo, FI;
Sakira Hassan, Espoo, FI;
NOKIA SOLUTIONS AND NETWORKS OY, Espoo, FI;
Abstract
A method includes receiving, by a user device from a network node, a reliability criteria; providing, by the user device, one or more measurements or context information as inputs to a machine learning model; receiving, by the user device from the machine learning model, a predicted action based on the inputs; determining, by the user device, whether the reliability criteria is met for the predicted action; performing, by the user device, the predicted action if the predicted action meets the reliability criteria; and if the predicted action does not meet the reliability criteria: obtaining a simulated reward for the predicted action; and training or updating the machine learning model based on the simulated reward for the predicted action.