HUMAN TRUST CALIBRATION FOR AUTONOMOUS DRIVING AGENT OF VEHICLE

Patent №

US 11,332,165

Granted

2022-05-17

Filed 2020

Owner

HONDA MOTOR CO., LTD.

Lab

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16773673

An autonomous driving agent is provided. The autonomous driving agent determines a set of observations from sensor information of a sensor system of a vehicle. The set of observations includes human attention information for a scene of surrounding environment and a level of human reliance as indicated by human inputs to the autonomous driving agent. The autonomous driving agent estimates, based on the set of observations, belief states for a first state of human trust on the autonomous driving agent and a second state of human's cognitive workload during journey. The autonomous driving agent selects, based on the estimated belief states, a first value for a first action associated with a level of automation transparency between a human user and the autonomous driving agent and controls a display system based on the selected first value to display a cue for calibration of the human trust on the autonomous driving agent.

Machine learningVisionKnowledge representationPlanningAI hardwareB60W 60/0059B60K 35/10B60K 35/22B60K 35/235B60K 35/28B60K 35/81B60W 40/09B60W 50/14+11 more

AI classification

AI hardware1.00
Planning1.00
Knowledge representation1.00
Machine learning0.99
Vision0.80
Evolutionary computation0.48
Natural language0.05
Speech0.04

Ownership

HONDA MOTOR CO., LTD.

assignment · 516350210

Assignors

AKASH, KUMAR, MISU, TERUHISA

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

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