SYSTEMS AND METHODS OF USING REINFORCEMENT LEARNING FOR PROMOTIONS

Patent №

US 11,348,135

Granted

2022-05-31

Filed 2018

Owner

THE BOSTON CONSULTING GROUP, INC.

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16204321

Methods and systems for using reinforcement learning to optimizing promotions. A promotion for a product and/or service is offered to a customer using a reinforcement learning model. The customer's reaction is observed. A reward or a penalty is collected based on the customer's reaction. The reinforcement learning model is adapted based on the reward or penalty.

AI classification

Machine learning1.00
Planning1.00
AI hardware1.00
Knowledge representation0.96
Natural language0.79
Speech0.01
Vision0.01
Evolutionary computation0.00

Ownership

THE BOSTON CONSULTING GROUP, INC.

assignment · 479630733

Assignors

RAVINDRAN, ARUN KARTHIK, FABER, VINCENT FRANCOIS, KOSTYUK, VICTOR, RAVINDRAN, ARUN KARTHIK, FABER, VINCENT FRANCOIS, KOSTYUK, VICTOR

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

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