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:
Dec. 27, 2022

Filed:

Jul. 30, 2018
Applicant:

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

Inventors:

Tu-Hoa Pham, Tokyo, JP;

Giovanni De Magistris, Tokyo, JP;

Don Joven Ravoy Agravante, Tokyo, JP;

Ryuki Tachibana, Yokohama, JP;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 3/0472 (2013.01);
Abstract

A computer-implemented method, computer program product, and computer processing system are provided for obtaining a plurality of bad demonstrations. The method includes reading, by a processor device, a protagonist environment. The method further includes training, by the processor device, a plurality of antagonist agents to fail a task by reinforcement learning using the protagonist environment. The method also includes collecting, by the processor device, the plurality of bad demonstrations by playing the trained antagonist agents on the protagonist environment.


Find Patent Forward Citations

Pham, Tu-Hoa. (2022). Imitation learning by action shaping with antagonist reinforcement learning (U.S. Patent No. 11537872). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11537872

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

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