SELF-LEARNING INTELLIGENT DRIVING DEVICE

Patent №

US 11,673,263

Granted

2023-06-13

Filed 2020

Owner

NATIONAL TAIWAN NORMAL UNIVERSITY

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17039148

A self-learning intelligent driving device including: a first neural network module for performing a corresponding action evaluation operation on an input image to generate at least one set of trajectory coordinates: a switching unit controlled by a switching signal, where when the switching signal is active, data received at a first port is sent to a second port, and when the switching signal is inactive, data received at the first port is sent to a third port; a second neural network module for performing a corresponding image evaluation operation on the at least one set of trajectory coordinates when the switching signal is active to generate at least one simulated trajectory image; and a driving unit having a robotic arm for generating at least one corresponding motion trajectory according to the at least one set of trajectory coordinates when the switching signal is inactive.

Machine learningVisionAI hardwareB25J 9/163G05B 13/027G06N 3/006G06N 3/0442G06N 3/045G06N 3/0455G06N 3/0464G06N 3/0475+7 more

AI classification

Vision1.00
Machine learning1.00
AI hardware1.00
Knowledge representation0.08
Speech0.00
Planning0.00
Natural language0.00
Evolutionary computation0.00

Ownership

NATIONAL TAIWAN NORMAL UNIVERSITY

assignment · 539360703

Assignors

WANG, WEI-YEN, HSU, CHEN-CHIEN, CHIEN, YI-HSING, HSU, MIN-JIE

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

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