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.
Patent No.:
Date of Patent:
Aug. 31, 2021
Filed:
Mar. 15, 2019
Applicant:
Traxen Inc., Plymouth, MI (US);
Inventors:
Gerti Tuzi, Plymouth, MI (US);
Ali Maleki, Plymouth, MI (US);
Nabil H K Hirzallah, Plymouth, MI (US);
Michael Makowski, Plymouth, MI (US);
Naren Reddy Dhansri, Plymouth, MI (US);
Assignee:
Traxen Inc., Plymouth, MI (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); B60W 50/00 (2006.01); B60W 30/14 (2006.01); G06N 7/00 (2006.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); B60W 30/14 (2013.01); B60W 50/0097 (2013.01); B60W 2050/0013 (2013.01); B60W 2400/00 (2013.01);
Abstract
Reinforcement learning based ground vehicle control techniques adapted to reduce energy consumption, braking, shifting, travel distance, travel time, and or the like. The reinforcement learning techniques can include training a reinforcement learning controller based on a simulated ground vehicle environment during a simulation mode, and then further training the reinforcement learning controller based on a ground vehicle environment during an operating mode of a ground vehicle.