METHOD FOR ASCERTAINING DRIVING PROFILES

Patent №

US 11,675,361

Granted

2023-06-13

Filed 2020

Owner

ROBERT BOSCH GMBH

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16844376

A computer-implemented method for training a machine learning system for generating driving profiles and/or driving routes of a vehicle including: a generator obtains first random vectors and generates first driving routes and associated first driving profiles related to the first random vectors, driving routes and respectively associated driving profiles recorded in driving mode are stored in a data base, second driving routes and respectively associated second driving profiles recorded in driving mode are selected from the database, a discriminator obtains first pairs made up of first generated driving routes and respectively associated first generated driving profiles and second pairs made up of second driving routes and respectively associated second driving profiles recorded in driving mode, the discriminator calculates outputs that characterize each pair, and a target function is optimized as a function of the outputs of the discriminator.

Machine learningVisionAI hardwareG05D 1/0221F01N 3/08G01C 21/3407G01C 21/3697G05D 1/0274G06N 3/044G06N 3/0442G06N 3/045+11 more

AI classification

Machine learning1.00
AI hardware0.94
Vision0.70
Knowledge representation0.45
Planning0.38
Evolutionary computation0.09
Natural language0.03
Speech0.00

Ownership

ROBERT BOSCH GMBH

assignment · 563130326

Assignors

SCHIEGG, MARTIN, ZAFAR, MUHAMMAD BILAL, ANGERMAIER, STEFAN

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

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