DEEP EVOLVED STRATEGIES WITH REINFORCEMENT

Patent №

US 11,640,516

Granted

2023-05-02

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

7

ml · nlp · vision · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16891108

According to a first aspect of the present invention, there is provided a computer implemented method, a computer system and a computer program product, including training a set of exploitation models, training a set of exploration models, generating a combined exploitation and exploration heat map, and inputting the combined exploitation and exploration heat map into a convoluted neural network.

Machine learningNatural languageVisionSpeechKnowledge representationPlanningAI hardwareG06N 3/006G06F 18/211G06F 18/251G06F 18/40G06N 3/045G06N 3/0464G06N 3/08G06N 3/082+7 more

AI classification

Machine learning1.00
Planning1.00
AI hardware1.00
Knowledge representation0.99
Natural language0.99
Vision0.69
Speech0.64
Evolutionary computation0.39

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 528190138

Assignors

BAUGHMAN, AARON K., CANNON, GRAY FRANKLIN, REISS, GARY WILLIAM, SHELTON, COREY B., HAMMER, STEPHEN C.

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

From the same owner

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