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:
Nov. 24, 2020
Filed:
Dec. 30, 2013
Applicants:
Aptima, Inc., Woburn, MA (US);
Wright State University, Dayton, OH (US);
Inventors:
Georgiy Levchuk, South Grafton, MA (US);
Jared Freeman, Bethesda, MD (US);
Wayne Shebilske, Bellbrook, OH (US);
Assignee:
Aptima, Inc., Woburn, MA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 7/00 (2006.01); G06Q 50/20 (2012.01);
U.S. Cl.
CPC ...
G06N 7/005 (2013.01); G06Q 50/20 (2013.01);
Abstract
Embodiments of this invention comprise modeling a subject's state and the influence of training treatments, or actions, on that state to create a training policy. Both state and effects of actions are modeled as probabilistic using Partially Observable Markov Decision Process (POMDP) techniques. Utilizing this model and the resulting training policy with subjects creates an effective decision aid for instructors to improve learning relative to a traditional scenario selection strategy.