Autonomous vehicles that alert humans to take-over controls: Modeling with real-world data

A Rangesh, N Deo, R Greer… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
real-world controlled data study where participants are instructed to take-over control from
an autonomous agent under different driving … naturalistic driving data, we show effective data-…

Socially-compatible behavior design of autonomous vehicles with verification on real human data

L Wang, L Sun, M Tomizuka… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
… Abstract—As more and more autonomous vehicles (AVs) are being … driving scenarios are
explored. Moreover, we evaluate the proposed algorithm on naturalistic human driving data by …

Humanlike driving: Empirical decision-making system for autonomous vehicles

L Li, K Ota, M Dong - IEEE Transactions on Vehicular …, 2018 - ieeexplore.ieee.org
… the self-driving performance in real-life road conditions, where most vehicles are in the hands
of human … more driving testings in order to further expand the dataset for network training. …

Social behavior for autonomous vehicles

W Schwarting, A Pierson… - Proceedings of the …, 2019 - National Acad Sciences
… , and generate an autonomous control policy in real time. We … and on human driving data
from the NGSIM dataset. Our results … To operate in the real world, autonomous vehicles (AVs) …

Characterizing car-following behaviors of human drivers when following automated vehicles using the real-world dataset

X Wen, Z Cui, S Jian - Accident Analysis & Prevention, 2022 - Elsevier
real-world data is used to understand the effects of the leading automated vehicles on the
following human … used in this study is retrieved from the Waymo Open Dataset released by …

Formal scenario-based testing of autonomous vehicles: From simulation to the real world

DJ Fremont, E Kim, YV Pant, SA Seshia… - 2020 IEEE 23rd …, 2020 - ieeexplore.ieee.org
… analyzing the resulting data. Experiments with a real autonomous vehicle at an industrial …
ii) the gap between simulated and real worlds can be systematically evaluated and bridged. …

Interaction-aware behavior planning for autonomous vehicles validated with real traffic data

J Li, L Sun, W Zhan… - Dynamic Systems …, 2020 - asmedigitalcollection.asme.org
… better driving models to predict the driving behavior of human cars, we use real-world data
… We then choose a model that fits the real-world data better as the one used in the prediction …

Design and evaluation of a real-time pedestrian detection system for autonomous vehicles

KB Pranav, J Manikandan - 2020 Zooming Innovation in …, 2020 - ieeexplore.ieee.org
… Performance evaluation of system designed is carried out by performing various experiments
using INRIA Person Dataset [10], PETA–CUHK dataset [11] and real–time inputs collected …

[PDF][PDF] Sharing the road: Autonomous vehicles meet human drivers.

KM Dresner, P Stone - Ijcai, 2007 - cs.utexas.edu
… that autonomous vehicle navigation may soon be a reality. In … interactions of multiple
autonomous vehicles at intersections. … These data suggest that there will be an incentive to both …

Safe imitation learning on real-life highway data for human-like autonomous driving

FS Acerbo, M Alirczaei… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
… approach for autonomous vehicle driving, with attention on real-life human driving data and
… In order to increase occupant’s acceptance and gain drivers’ trust, the autonomous driving