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:
Jan. 16, 2024

Filed:

Feb. 18, 2021
Applicant:

Korea Advanced Institute of Science and Technology, Daejeon, KR;

Inventors:

Sung Ju Hwang, Daejeon, KR;

Moonsu Han, Daejeon, KR;

Minki Kang, Daejeon, KR;

Hyunwoo Jung, Daejeon, KR;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/215 (2019.01); G06N 3/0442 (2023.01); G06N 5/00 (2023.01); G06F 40/30 (2020.01); G06N 20/00 (2019.01); G06F 18/21 (2023.01); G06V 10/776 (2022.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 18/217 (2023.01); G06N 20/00 (2019.01); G06V 10/776 (2022.01);
Abstract

Provided is a memory-based reinforcement learning method and system capable of storing optional information in streaming data. A question-answering (QA) method using memory-based reinforcement learning method includes receiving, in an episodic memory reader (EMR), streaming data about an input context that is input from a user; analyzing, in the EMR, the received streaming data and storing preset semantic information used for QA in an external memory; and, in response to an input of a question front the user, determining, in a pretrained QA model, an answer to the input question based on semantic information stored in the external memory.


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Hwang, Sung. (2024). Memory-based reinforcement learning method for storing optional information in streaming data and system therefore (U.S. Patent No. 11875119). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11875119

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