Driving into the future: Multiview visual forecasting and planning with world model for autonomous driving

Y Wang, J He, L Fan, H Li, Y Chen… - Proceedings of the …, 2024 - openaccess.thecvf.com
… tent multiview videos in autonomous driving scenes. • Extensive … 3D object detector [42] and
online HDMap predictor [43] to … Top: turning around at a T-shape intersection on a rainy day. …

Mixed test environment-based vehicle-in-the-loop validation-a new testing approach for autonomous vehicles

Y Chen, S Chen, T Xiao, S Zhang… - … intelligent vehicles …, 2020 - ieeexplore.ieee.org
… -world scenarios introduce the real autonomous driving vehicle… and multivehicle interaction
while respecting the traffic rules. … at an intersection without traffic signal lights or parking signs

Multimodal interaction-aware motion prediction for autonomous street crossing

N Radwan, W Burgard… - The International Journal …, 2020 - journals.sagepub.com
… of our approach for autonomous crossing prediction in real-world scenarios, we deploy our
… pedestrian assistant robots or autonomous vehicles. Although traffic lights are designed to …

Deep reinforcement learning enabled decision-making for autonomous driving at intersections

G Li, S Li, S Li, Y Qin, D Cao, X Qu, B Cheng - Automotive Innovation, 2020 - Springer
… various scenarios in autonomous driving, intersection has … single scenario without considering
the application to different … its behaviors through the interaction with other vehicles. The …

Collaborative autonomous driving—A survey of solution approaches and future challenges

S Malik, MA Khan, H El-Sayed - Sensors, 2021 - mdpi.com
… full advantage of autonomous vehicles, a number of situations will … the vehicles to pass an
intersection based on traffic lights, … assuming negligible interaction with manual vehicles. Now, …

Safety-enhanced autonomous driving using interpretable sensor fusion transformer

H Shao, L Wang, R Chen, H Li… - Conference on Robot …, 2023 - proceedings.mlr.press
… End-to-end autonomous driving in urban scenarios The … to capture the status of distant traffic
lights by cropping the center … sign ahead, and whether the ego vehicle is at an intersection. …

Application of Artificial Intelligence in Traffic Control System of Non-autonomous Vehicles at Signalized Road Intersection.

OI Olayode, LK Tartibu, MO Okwu - Procedia CIRP, 2020 - Elsevier
… effect that autonomous vehicles have on real-life scenario will … ) can reshape and free how
our intuition, the way we plan … a point where the traffic signals on the road will not be able to …

Multi-agent connected autonomous driving using deep reinforcement learning

P Palanisamy - 2020 International Joint Conference on Neural …, 2020 - ieeexplore.ieee.org
… possible interaction mechanisms and scenarios on the road. … /signals on cars, Traffic signals
etc) and auditory (horns, etc). … continuous actions for autonomous driving at intersections,” …

End-to-end autonomous driving: Challenges and frontiers

L Chen, P Wu, K Chitta, B Jaeger, A Geiger… - arXiv preprint arXiv …, 2023 - arxiv.org
… , highdimensional autonomous driving scenarios, the … Important small details, such as traffic
lights, would easily be … for human drivers when they need to react quickly to crossing agents. …

Interpretable end-to-end urban autonomous driving with latent deep reinforcement learning

J Chen, SE Li, M Tomizuka - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
… how our autonomous car understands the driving situations. … agent collides with another
vehicle in an intersection. From the … , “Interactive ramp merging planning in autonomous driving: …