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.:

US 10908675 B1

PDF
Full Text
Expired
Date of Patent:
Feb. 02, 2021

Filed:

Dec. 14, 2018
Applicant:

Commissariat a L'energie Atomique ET Aux Energies Alternatives, Paris, FR;

Inventor:

Anca Molnos, Grenoble, FR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 1/00 (2006.01); G06F 1/3296 (2019.01); G06F 1/324 (2019.01); G06N 20/00 (2019.01); G06F 1/3206 (2019.01); G06F 1/3203 (2019.01);
U.S. Cl.
CPC ...
G06F 1/3296 (2013.01); G06F 1/324 (2013.01); G06F 1/3206 (2013.01); G06N 20/00 (2019.01); G06F 1/3203 (2013.01);
Abstract

This electronic device for signal processing with embedded optimization of electrical energy consumption includes: at least one sensor and at least one actuator; hardware for storing at least one correspondence table assigning a quality value to each pair formed by a state value measurable by each sensor and an action value adjustable by each actuator; processing hardware comprising an electrical energy consumption manager with a reinforcement learning engine designed to selectively choose between an exploitation and a random exploration in each correspondence table so as to select a new action and transmit it to each actuator. The learning reinforcement engine has a random exploration limit parameter, comprising an exploration distance value in each correspondence table, around a pre-selectable action value in each correspondence table.


Find Patent Forward Citations

Molnos, Anca. (2021). Electronic device for signal processing with embedded optimization of electrical energy consumption and a corresponding method (U.S. Patent No. 10908675). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10908675

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