HUMAN-LIKE AUTONOMOUS VEHICLE BEHAVIOR BASED ON MAP PRIOR LAYER

Patent №

US 11,618,451

Granted

2023-04-04

Filed 2019

Owner

GM CRUISE HOLDINGS LLC

Lab

AI components

3

ml · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16589093

Systems, methods, and devices are disclosed for predicting yield behaviors of objects (vehicles, bicycles, pedestrians, etc.) at a location. An autonomous vehicle located at a first road segment connecting to an intersection having a stop sign can detect a first vehicle approaching the intersection from a second road segment connecting to the intersection. Using a model indicating an average yield location and yield time where both are specific to the second road segment connecting to the intersection, the autonomous vehicle can predict that the first vehicle will yield at the average yield location that is specific to the second road segment.

Machine learningKnowledge representationPlanningB60W 30/18154G01C 21/3655B60W 30/181B60W 30/18109B60W 40/105B60W 60/0015G01C 21/26G05D 1/0088+7 more

AI classification

Machine learning0.99
Planning0.98
Knowledge representation0.89
Natural language0.25
AI hardware0.10
Vision0.01
Evolutionary computation0.00
Speech0.00

Ownership

GM CRUISE HOLDINGS LLC

assignment · 506420912

Assignors

GARCIA, ZACHARY, XIE, CHEN "STEVE"

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

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