SYSTEM AND METHOD FOR USING HUMAN DRIVING PATTERNS TO MANAGE SPEED CONTROL FOR AUTONOMOUS VEHICLES

Patent №

US 10,656,644

Granted

2020-05-19

Filed 2017

Owner

TUSIMPLE

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15698375

A system and method for using human driving patterns to manage speed control for autonomous vehicles are disclosed. A particular embodiment includes: generating data corresponding to desired human driving behaviors; training a human driving model module using a reinforcement learning process and the desired human driving behaviors; receiving a proposed vehicle speed control command; determining if the proposed vehicle speed control command conforms to the desired human driving behaviors by use of the human driving model module; and validating or modifying the proposed vehicle speed control command based on the determination.

AI classification

Machine learning1.00
Planning1.00
AI hardware0.79
Knowledge representation0.72
Natural language0.06
Vision0.02
Evolutionary computation0.01
Speech0.01

Ownership

TUSIMPLE

assignment · 474670776

Assignors

SUN, XING, LIN, WUTU, LIU, LIU, MA, KAI-CHIEH, XUAN, ZIJIE, ZHAO, YUFEI

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

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