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. 03, 2026

Filed:

Dec. 08, 2022
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Gregor Boronowsky, Böblingen, DE;

Marvin Von Der Ehe, Vellmar, DE;

Manuel Beck, Dettingen unter Teck, DE;

Jan Niklas Stegmaier, Sindelfingen, DE;

Simon Hermann Friedmann, Böblingen, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 30/398 (2020.01); G06N 3/04 (2023.01); G06N 3/092 (2023.01); G06F 119/12 (2020.01);
U.S. Cl.
CPC ...
G06F 30/398 (2020.01); G06N 3/04 (2013.01); G06N 3/092 (2023.01); G06F 2119/12 (2020.01);
Abstract

Disclosed herein is a computer implemented method of correcting a timing failure of a network of conductors and repowering structures in an integrated circuit design using a reinforcement learning agent. The reinforcement learning agent comprises a neural network. The method comprises: receiving a graph comprising nodes and edges that encodes said network of conductors and repowering structures; and receiving a modification recommendation from said reinforcement learning agent in response to inputting said graph into said reinforcement learning agent.


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