The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
May. 14, 2019
Filed:
Apr. 29, 2013
E. Webb Stacy, Andover, MA (US);
Courtney Dean, Arlington, MA (US);
Alan Carlin, Arlington, MA (US);
Danielle Dumond, Haverhill, MA (US);
E. Webb Stacy, Andover, MA (US);
Courtney Dean, Arlington, MA (US);
Alan Carlin, Arlington, MA (US);
Danielle Dumond, Haverhill, MA (US);
Aptima, Inc., Woburn, MA (US);
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.