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:
Oct. 06, 2020
Filed:
Apr. 06, 2018
Honda Motor Co., Ltd., Tokyo, JP;
Alireza Nakhaei Sarvedani, Sunnyvale, CA (US);
Honda Motor Co., Ltd., Tokyo, JP;
Abstract
One or more aspects of utility decomposition with deep corrections are described herein. An entity may be detected within an environment through which an autonomous vehicle is travelling. The entity may be associated with a current velocity and a current position. The autonomous vehicle may be associated with a current position and a current velocity. Additionally, the autonomous vehicle may have a target position or desired destination. A Partially Observable Markov Decision Process (POMDP) model may be built based on the current velocities and current positions of different entities and the autonomous vehicle. Utility decomposition may be performed to break tasks or problems down into sub-tasks or sub-problems. A correction term may be generated using multi-fidelity modeling. A driving parameter may be implemented for a component of the autonomous vehicle based on the POMDP model and the correction term to operate the autonomous vehicle autonomously.