MULTIMODAL EXPERIENCE MODELING FOR GAMING APPLICATIONS

Patent №

US 11,826,650

Granted

2023-11-28

Filed 2023

Owner

MODL.AI APS

Lab

AI components

5

ml · nlp · speech · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

18166741

A system operates by generating BEA tools that include an AI model trained via machine learning based on prior game play; receiving game data and multimodal player data associated with a play of a gaming application by a player that includes verbal data generated from the player and non-verbal data generated from the player; generating a predicted user experience by applying the BEA tools to the game data and the multimodal player data, wherein the predicted user experience includes motivation data that indicates motivation scores for the player for each of a plurality of different motivations, and wherein each of the motivation scores for the player predicts an amount that the player is motivated by one of the plurality of different motivations while playing the gaming application; and facilitating adaptation of the gaming application based on the predicted user experience.

Machine learningNatural languageSpeechPlanningAI hardwareA63F 13/60A63F 13/56A63F 13/67A63F 13/69G06N 3/006G06N 3/045G06N 3/0464G06N 3/047+5 more

AI classification

Machine learning1.00
Natural language1.00
Speech1.00
AI hardware0.96
Planning0.57
Knowledge representation0.10
Evolutionary computation0.05
Vision0.01

Ownership

MODL.AI APS

assignment · 626510315

Assignors

PEDERSEN, CHRISTOFFER HOLMGARD, MIKKELSEN, BENEDIKTE, TOGELIUS, JULIAN, YANNAKAKIS, GEORGIOS N., RISI, SEBASTIAN, HENRIKSEN, LARS

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

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