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.

Date of Patent:
Jul. 05, 2022

Filed:

Jan. 18, 2018
Applicants:

Toyota Motor Europe, Brussels, BE;

Camlin Italy S.r.l., Parma, IT;

Inventors:

Jonas Ambeck-Madsen, Brussels, BE;

Aymeric Rateau, Woluwe Saint Lambert, BE;

Marcello Mastroleo, Acquaviva Delle Fonti, IT;

Federico Sassi, Poviglio, IT;

Roberto Ugolotti, San Polo d'Enza, IT;

Alessandro Bacchini, Fidenza, IT;

Luca Mussi, Parma, IT;

Luca Ascari, Parma, IT;

Assignees:

TOYOTA MOTOR EUROPE, Brussels, BE;

CAMLIN ITALY S.R.L., Parma, IT;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 20/40 (2012.01); G06Q 10/06 (2012.01); G06K 9/00 (2022.01); G06K 9/62 (2022.01); G06N 3/00 (2006.01); G06N 20/00 (2019.01); G06N 3/04 (2006.01); G06N 3/06 (2006.01); G10L 25/27 (2013.01); G06F 17/12 (2006.01);
U.S. Cl.
CPC ...
G06N 3/004 (2013.01); G06K 9/6251 (2013.01); G06N 3/04 (2013.01); G06N 3/06 (2013.01); G06N 20/00 (2019.01); G10L 25/27 (2013.01); G06F 17/12 (2013.01);
Abstract

A computer-based method for simulating a human-like decision in an environmental context, comprising: capturing environmental data with at least one sensor, realising a computer based method for realising a bi-directional compression of high dimensional data by compressing the data into a lower-dimensional map, if environmental data are captured during a learning phase of a computer-based model, evaluate the map of compressed data by determining the quality of the map by how well it separates data with different properties, the captured data corresponding to known pre-recorded data that have been pre-evaluated, if environmental data are captured after the learning phase, add new point to the compressed data and generate a signal indicating which human-like decision to use to correspond to the state of the operator.


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