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:
Aug. 16, 2022
Filed:
Nov. 22, 2017
Applicant:
Baidu Usa, Llc, Sunnyvale, CA (US);
Inventors:
Assignee:
Baidu USA LLC, Sunnyvale, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06K 9/62 (2022.01); G06N 3/04 (2006.01); G06N 3/00 (2006.01); G06F 40/35 (2020.01); G06F 40/40 (2020.01); G06F 40/56 (2020.01); G06F 40/216 (2020.01); G09B 19/04 (2006.01); G09B 5/06 (2006.01); G09B 5/14 (2006.01); G09B 5/12 (2006.01); G09B 7/04 (2006.01);
U.S. Cl.
CPC ...
G09B 19/04 (2013.01); G06F 40/216 (2020.01); G06F 40/35 (2020.01); G06F 40/40 (2020.01); G06F 40/56 (2020.01); G06K 9/6262 (2013.01); G06N 3/006 (2013.01); G06N 3/0445 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G09B 5/06 (2013.01); G09B 5/12 (2013.01); G09B 5/125 (2013.01); G09B 5/14 (2013.01); G09B 7/04 (2013.01);
Abstract
Described herein are systems and methods for grounded natural language learning in an interactive setting. In embodiments, during a learning process, an agent learns natural language by interacting with a teacher and learning from feedback, thus learning and improving language skills while taking part in the conversation. In embodiments, a model is used to incorporate both imitation and reinforcement by leveraging jointly sentence and reward feedback from the teacher. Various experiments are conducted to validate the effectiveness of a model embodiment.