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:
Feb. 10, 2026

Filed:

Oct. 26, 2023
Applicant:

Robert Bosch Gmbh, Stuttgart, DE;

Inventors:

Hugues Narcisse Tchouankem, Hemmingen, DE;

Marie-Theres Suer, Braunschweig, DE;

Maximilian Stark, Hamburg, DE;

Assignee:

ROBERT BOSCH GMBH, Stuttgart, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04W 36/08 (2009.01); H04L 41/16 (2022.01); H04W 24/08 (2009.01); H04W 36/30 (2009.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
H04W 36/08 (2013.01); H04L 41/16 (2013.01); H04W 24/08 (2013.01); H04W 36/30 (2013.01); H04W 36/304 (2023.05); G06N 3/08 (2013.01);
Abstract

A method for training a reinforcement learning model forming a channel switching agent in a wireless communication network. The method includes: obtaining a predicted quality of service indicator for one or more channels of a wireless network for a future period of time; providing the predicted quality of service indicator as input to a reinforcement learning model which is configured to provide an output related to a channel selection for the first communication link; if the output indicates a selection of a new channel different from the currently active channel for the first communication link, initiating a channel switching procedure for the first communication link to a second channel; obtaining measurement results indicating a current quality of service for at least the first communication link; determining a reward for the reinforcement learning model based on the obtained measurement results; and adapting the reinforcement learning model based on the reward.


Find Patent Forward Citations

Tchouankem, Hugues. (2026). Method for predictive channel selection (U.S. Patent No. 12550023). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12550023

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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