ADAPTIVE MACHINE LEARNING SYSTEM

Patent №

US 11,670,185

Granted

2023-06-06

Filed 2020

Owner

ANALYTTICA DATALAB INC.

Lab

AI components

8

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

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17070715

Apparatuses, systems, methods, and computer program products are disclosed for adaptive machine learning. An apparatus includes a monitoring module that continuously monitors one or more interactions of a user while the user performs one or more simulated tasks digitally presented to the user that are associated with a learning path. The apparatus includes a metadata module that tracks data describing the user's interactions during the user's performance of one or more simulated tasks. The apparatus includes a machine learning module that, dynamically and in real-time, optimizes the user's learning path by simulating multiple different learning paths using one or more machine learning processes and tracked data. The apparatus includes a recommendation module that presents one or more recommendations to the user for optimizing the user's learning path. One or more recommendations may be generated as a function of the optimized learning path.

AI classification

Machine learning1.00
Planning1.00
Natural language1.00
Knowledge representation0.95
AI hardware0.76
Speech0.63
Evolutionary computation0.60
Vision0.51

Ownership

ANALYTTICA DATALAB INC.

assignment · 545940926

Assignors

JOSHI, ASHUTOSH, SUBRAMANIA, HALASYA S, BAPHNA, RAJIV, CHATTERJEE, SATYAMOY

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

© 2026 NYSGPT2525 LLC