PROCEDURE DIALOGS USING REINFORCEMENT LEARNING

Patent №

US 10,176,800

Granted

2019-01-08

Filed 2017

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15429376

Procedure dialogs are improved through knowledge mining within a reinforcement learning framework. Taking an existing procedure dialog as input, a machine learning model is generated. User interactions with the machine learning model are monitored and used to update the machine learning model. The updates to the machine learning model are applied to the existing procedure dialog for review and revision by subject matter experts.

AI classification

Natural language1.00
Speech1.00
Knowledge representation1.00
Machine learning1.00
Planning1.00
AI hardware0.87
Vision0.42
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 412220476

Assignors

CHEN, HAO, LI, QI CHENG, LI, SHAO CHUN, MA, JIE, MEI, LI JUN

On an employer assignment, the assignors are typically the inventors.

From the same owner

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