Road: The road event awareness dataset for autonomous driving

G Singh, S Akrigg, M Di Maio, V Fontana… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
… , Crossing and so on), and (iii) the location of the road user … There is no location label for
the traffic lights as they are not … challenging scenarios for an autonomous vehicle due to the …

V2I based environment perception for autonomous vehicles at intersections

X Duan, H Jiang, D Tian, T Zou, J Zhou… - China …, 2021 - ieeexplore.ieee.org
… automobiles, including traffic lights, signs, lines, vehicles, road … led to more frequent
interaction between users and cloud … ability and traffic efficiency under complex traffic scenarios. …

Decision making of connected automated vehicles at an unsignalized roundabout considering personalized driving behaviours

P Hang, C Huang, Z Hu, Y Xing… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… transportation system, particularly in complex urban scenarios, … Comparing to crossroad
intersections, traffic lights are not … Considering that there is no direct interaction between IV and …

A survey on intersection management of connected autonomous vehicles

M Khayatian, M Mehrabian, E Andert… - ACM Transactions on …, 2020 - dl.acm.org
… with the infrastructure to receive a plan for crossing. Although … online identification mechanism
to estimate such parameters. … does not use traffic lights and is limited to scenarios where …

King: Generating safety-critical driving scenarios for robust imitation via kinematics gradients

N Hanselmann, K Renz, K Chitta… - … on Computer Vision, 2022 - Springer
… -end learning-based autonomous driving systems. While there … Therefore, the scenarios
discovered by our objective are not … short routes through intersections involving dense traffic. We …

Is ego status all you need for open-loop end-to-end autonomous driving?

Z Li, Z Yu, S Lan, J Li, J Kautz, T Lu… - Proceedings of the …, 2024 - openaccess.thecvf.com
interaction rate between the predicted trajectories and the … While focusing on intersection
rates with road boundaries, the … -driving scenarios, the addition of lane information may not

External HMI for self-driving vehicles: Which information shall be displayed?

SM Faas, LA Mathis, M Baumann - Transportation research part F: traffic …, 2020 - Elsevier
… in traffic flow but found evidence for individual crossing and … advise pedestrians not to cross,
adapted from traffic lights. Their … scenarios (between-subject factor), namely an unsignalized …

Combining reinforcement learning with rule-based controllers for transparent and general decision-making in autonomous driving

A Likmeta, AM Metelli, A Tirinzoni, R Giol… - … and Autonomous …, 2020 - Elsevier
… in the highway and in two urban scenarios: intersection and … -environment interaction we
could, in principle, address this … has to give way to the other vehicles, but not necessarily stop …

Conditional DQN-based motion planning with fuzzy logic for autonomous driving

L Chen, X Hu, B Tang, Y Cheng - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
driving on a road without intersections or achieve the vehicle’… as directional planning and
lane following, so traffic lights, … other vehicles and pedestrians are not added in the scenarios. …

Efficient deep reinforcement learning with imitative expert priors for autonomous driving

Z Huang, J Wu, C Lv - IEEE Transactions on Neural Networks …, 2022 - ieeexplore.ieee.org
… in autonomous driving, such as crossing an unsignalized … the rightmost lane, without the
regulation of traffic lights. Fig. 2… an autonomous driving agent in the designed driving scenarios. …