IMMERSIVE FEEDBACK LOOP FOR IMPROVING AI

Patent №

US 11,250,321

Granted

2022-02-15

Filed 2018

Owner

MICROSOFT TECHNOLOGY LICENSING, LLC

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15974651

An immersive feedback loop is disclosed for improving artificial intelligence (AI) applications used for virtual reality (VR) environments. Users may iteratively generate synthetic scene training data, train a neural network on the synthetic scene training data, generate synthetic scene evaluation data for an immersive VR experience, indicate additional training data needed to correct neural network errors indicated in the VR experience, and then generate and retrain on the additional training data, until the neural network reaches an acceptable performance level.

Machine learningVisionKnowledge representationPlanningAI hardwareG06N 3/0475G06N 3/0464G06N 3/09G06T 17/00G06V 10/774G06V 10/945G06V 20/00

AI classification

Machine learning1.00
AI hardware1.00
Vision0.99
Planning0.96
Knowledge representation0.71
Speech0.23
Natural language0.06
Evolutionary computation0.00

Ownership

MICROSOFT TECHNOLOGY LICENSING, LLC

assignment · 457480260

Assignors

EBSTYNE, MICHAEL, ESCOS, PEDRO URBINA, PEKELNY, YURI, SHALEV, EMANUEL

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

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