Belohnungssimulation für Verstärkungslernen für ein Drahtloses Netzwerk

Details

Veröffentlichungs-Nr.

EP4626062

Aktenzeichen

EP25165958

Anmeldetag

25. März 2025

Veröffentlichung

1. Oktober 2025

Rechtsraum

EP

IPC

H04W24/02H04W36/00// H04W36/30

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.

Anmelder

Firma

Nokia Solutions and Networks Oy

Land

🇫🇮 Finnland

Fachgebiete