Survey of deep reinforcement learning for motion planning of autonomous vehicles

S Aradi - IEEE Transactions on Intelligent Transportation …, 2020 - ieeexplore.ieee.org
MOTION planning for autonomous vehicle functions is a vast … research papers about
autonomous vehicles and the DRL … the complexity of the different motion planning problems, it is …

A review of motion planning for highway autonomous driving

L Claussmann, M Revilloud, D Gruyer… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… The objective of this paper was to identify the main methods of motion planning for
autonomous vehicles in the highway case. We do not claim to have exhaustively gathered all …

An integrated framework of decision making and motion planning for autonomous vehicles considering social behaviors

P Hang, C Lv, C Huang, J Cai, Z Hu… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
… model, which uses different potential functions to describe surrounding vehicles with … and
trajectory of the autonomous vehicle. Finally, the decision-making and motion planning is then …

Online motion planning for autonomous vehicles in vast environments

T Mercy, E Hostens, G Pipeleers - … on advanced motion control …, 2018 - ieeexplore.ieee.org
… -optimal motion of autonomous vehicles through such complex environments, this paper
presents a novel motion planning approach. The approach combines a global path planner with …

Crash mitigation in motion planning for autonomous vehicles

H Wang, Y Huang, A Khajepour… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
… on motion planning for autonomous vehicles to … for autonomous systems. Section III presents
the control design for the crash mitigation motion planning including modeling of the vehicle

Recent advances in motion and behavior planning techniques for software architecture of autonomous vehicles: A state-of-the-art survey

O Sharma, NC Sahoo, NB Puhan - Engineering applications of artificial …, 2021 - Elsevier
Autonomous vehicles (AVs) have now drawn significant attentions in academic and … In
critical decision making process during motion of an AV, intelligent motion planning takes an …

Planning and decision-making for autonomous vehicles

W Schwarting, J Alonso-Mora… - … , and Autonomous …, 2018 - annualreviews.org
… traditional methods for vehicle control and motion planning in intelligent vehicles. We …
autonomy, where a human is still in control of the vehicle, and then focus on autonomous vehicles. …

Fail-safe motion planning of autonomous vehicles

S Magdici, M Althoff - 2016 IEEE 19th International Conference …, 2016 - ieeexplore.ieee.org
… The main contribution of this paper is the development of a fail-safe motion planner for
autonomous vehicles, which simultaneously guarantees safety and comfort by combining an …

Motion planning for autonomous vehicles in highly constrained urban environments

D Fassbender, BC Heinrich… - 2016 IEEE/RSJ …, 2016 - ieeexplore.ieee.org
… Abstract—In this paper, we present a motion planning algorithm for autonomous navigation
planning turned out to be unsuitable for this task, we instead extended an A*-based planner

Parallel planning: A new motion planning framework for autonomous driving

L Chen, X Hu, W Tian, H Wang, D Cao… - IEEE/CAA Journal of …, 2018 - ieeexplore.ieee.org
… In order to acquire similar capability for autonomous vehicles, the motion planning model
should be able to learn from the environment. As training samples in real traffic scenes, …