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:
Jan. 21, 2025
Filed:
Jan. 04, 2024
Koninklijke Philips N.v., Eindhoven, NL;
Vivek Varma Datla, Ashland, MA (US);
Sheikh Sadid Al Hasan, Cambridge, MA (US);
Aaditya Prakash, Waltham, MA (US);
Oladimeji Feyisetan Farri, Yorktown Heights, NY (US);
Tilak Raj Arora, Gurgaon, IN;
Junyi Liu, Windham, NH (US);
Ashequl Qadir, Melrose, MA (US);
KONINKLIJKE PHILIPS N.V., Eindhoven, NL;
Abstract
Techniques are described for training and/or utilizing sub-agent machine learning models to generate candidate dialog responses. In various implementations, a user-facing dialog agent (), or another component on its behalf, selects one of the candidate responses which is closest to user defined global priority objectives (). Global priority objectives can include values () for a variety of dialog features such as emotion, confusion, objective-relatedness, personality, verbosity, etc. In various implementations, each machine learning model includes an encoder portion and a decoder portion. Each encoder portion and decoder portion can be a recurrent neural network (RNN) model, such as a RNN model that includes at least one memory layer, such as a long short-term memory (LSTM) layer.