Motion planning for autonomous driving: The state of the art and future perspectives

S Teng, X Hu, P Deng, B Li, Y Li, Y Ai… - … Intelligent Vehicles, 2023 - ieeexplore.ieee.org
… an affordance for urban autonomous driving scenarios. The … participants, eg, pedestrians
and traffic lights. Compared with … for connected and automated vehicles at intersections by …

Why autonomous driving is so hard: The social dimension of traffic

HRM Pelikan - … International Conference on Human-Robot Interaction, 2021 - dl.acm.org
… as traffic intersections. This paper describes aspects of coordination also in less structured
situations … As this paper demonstrates, traffic conditions that require joint coordination are not

Csg: Critical scenario generation from real traffic accidents

Z Xinxin, L Fei, W Xiangbin - 2020 IEEE Intelligent Vehicles …, 2020 - ieeexplore.ieee.org
… life, but the severe traffic accidents of autonomous vehicle (AV) … connections, traffic lights
and other details [11]. For most … road intersection environment, and then improve the safety and …

[HTML][HTML] Connected autonomous vehicles for improving mixed traffic efficiency in unsignalized intersections with deep reinforcement learning

B Peng, MF Keskin, B Kulcsár, H Wymeersch - … in Transportation Research, 2021 - Elsevier
… Training results show that two CAVs are able to achieve significantly better traffic
efficiency compared to similar scenarios without and with one altruistic autonomous vehicle. …

Trajectory planning for connected and automated vehicles at isolated signalized intersections under mixed traffic environment

C Ma, C Yu, X Yang - Transportation research part C: emerging …, 2021 - Elsevier
… may stop at stop bars and then accelerate when traffic lights … that CAV trajectory planning
can not only improve the driving … Based on the online collected vehicle states and signal timings…

Are autonomous vehicles better off without signals at intersections? A comparative computational study

G Lu, Z Shen, X Liu, YM Nie, Z Xiong - Transportation research part B …, 2022 - Elsevier
… “signal plan”, we note the implementation of the third strategy in our perfect world requires
no physical signal … Using traffic signal information and loop detector data broadcast via V2I …

Continuous decision‐making for autonomous driving at intersections using deep deterministic policy gradient

G Li, S Li, S Li, X Qu - IET Intelligent Transport Systems, 2022 - Wiley Online Library
… to autonomous driving in multiple intersection scenarios by … prediction of road traffic scenarios
and manoeuvre-planning decisions… while driving through intersections without traffic lights. …

Safe occlusion-aware autonomous driving via game-theoretic active perception

Z Zhang, JF Fisac - arXiv preprint arXiv:2105.08169, 2021 - arxiv.org
… does not render our results inapplicable to scenarios with … We test two intersection examples
with hidden objects entering the … 6: Three distinctive interaction scenarios in our intersection

A safe hierarchical planning framework for complex driving scenarios based on reinforcement learning

J Li, L Sun, J Chen, M Tomizuka… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
planner or policy may work well in intersection scenarios, but … We consider two road maps
from the INTERACTION dataset, … general behavior planner for autonomous vehicles based on …

Gameplan: Game-theoretic multi-agent planning with human drivers at intersections, roundabouts, and merging

R Chandra, D Manocha - IEEE Robotics and Automation …, 2022 - ieeexplore.ieee.org
planning involving human drivers and autonomous vehicles (… uncontrolled traffic scenarios
or environments – intersections, … one at a time and do not use traffic signals, employ right-of-…