Patent · US Active

Systems and methods to customize student instruction

US10290221B2 · kind B2 · utility

12Cited by

3References

21Claims

0Family size

Assignee

Aptima, Inc. · US

Inventors

E. Webb Stacy · Andover, US
Courtney Dean · Arlington, US
Alan Carlin · Wayne, US
Danielle Dumond · Haverhill, US

Key dates

Filing date	Apr 29, 2013
Grant date	May 14, 2019
Priority date	—
Expiry date	Oct 13, 2037

Classification

Technology area (CPC G)Physics
CPC primaryG06N20/00
WIPO fieldControl
WIPO sectorInstruments

Abstract

A computer implemented systems and methods for determining an action for a user within a learning domain are disclosed, some embodiments of the methods comprise defining an initial learning model of a learning domain, determining an initial user state of the user, determining an initial user action from at least one learning domain action with the initial learning model, receiving a user observation of the user after the user executes the initial user action, determining an updated user state with the initial learning model given the updated user observation and determining a subsequent user action from the at least one learning domain action. Some embodiments utilize a Partially Observable Markov Model (POMDP) as the learning model.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.