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
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.