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:
Mar. 17, 2026
Filed:
Jan. 10, 2023
Applicant:
Dell Products L.p., Round Rock, TX (US);
Inventors:
Micael Veríssimo De Araújo, Rio de Janeiro, BR;
Yanexis Pupo Toledo, Niterói, BR;
Eduardo Vera Sousa, Niterói, BR;
Assignee:
Dell Products L.P., Round Rock, TX (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/50 (2006.01);
U.S. Cl.
CPC ...
G06F 9/505 (2013.01); G06F 9/5011 (2013.01);
Abstract
Reinforcement learning with space state pruning is disclosed. States of an environment used in training a reinforcement learning model are pruned using a restricted Boltzmann Machine. Reducing the number of states, by pruning, reduces time to convergence.
De Araújo, Micael Veríssimo. (2026). Reinforcement learning space state pruning using restricted boltzmann machines (U.S. Patent No. 12579001). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12579001
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