SYSTEMS AND METHODS FOR EVENT PREDICTION USING SCHEMA NETWORKS

Patent №

US 11,699,096

Granted

2023-07-11

Filed 2019

Owner

VICARIOUS FPC, INC.

Lab

AI components

6

ml · nlp · vision · kr · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16695576

A system for event prediction using schema networks includes a first antecedent entity state that represents a first entity at a first time; a first consequent entity state that represents the first entity at a second time; a second antecedent entity state that represents a second entity at the first time; and a first schema factor that couples the first and second antecedent entity states to the first consequent entity state; wherein the first schema factor is configured to predict the first consequent entity state from the first and second antecedent entity states.

Machine learningNatural languageVisionKnowledge representationEvolutionary computationAI hardwareG06N 20/00G06F 18/29G06N 3/042G06N 3/0464G06N 3/0475G06N 3/082G06N 3/09G06N 3/092+6 more

AI classification

Natural language1.00
Machine learning1.00
Knowledge representation1.00
AI hardware1.00
Vision0.74
Evolutionary computation0.63
Planning0.21
Speech0.00

Ownership

VICARIOUS FPC, INC.

assignment · 511160781

Assignors

KANSKY, KENNETH ALAN, SILVER, TOM, MELY, DAVID A., ELDAWY, MOHAMED, GREDILLA, MIGUEL LARZARO, GEORGE, DILEEP

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

From the same owner

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