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
behavior planning techniques anticipate the behaviors of all traffic participants; then it
reasonably decides the best and safest behavior … such types of approaches in behavior planning. …

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
planning for lane-change maneuvers of autonomous vehicle (… intentions of surrounding
vehicles, the social behaviors are taken … Besides, potential field is adopted in the motion planning

Survey of deep reinforcement learning for motion planning of autonomous vehicles

S Aradi - IEEE Transactions on Intelligent Transportation …, 2020 - ieeexplore.ieee.org
… The Behavioral layer is the strategic level of autonomous … only depends on the behavior of
the ego vehicle but also relies on … by the behavioral layer, the motion planning layer needs to …

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
… socially-compatible behaviors for autonomous vehicles. Our key insight is that when behavior
… Tomizuka, “Interaction-aware behavior planning for autonomous vehicles validated with …

Trajectory planning for autonomous vehicles using hierarchical reinforcement learning

KB Naveed, Z Qiao, JM Dolan - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
… In the autonomous vehicles domain, [14] proposed an HRL-based method for behavior
planning with high-level options and low-level actions. Furthermore, in order to improve sample …

Trajectory planning of autonomous vehicles based on parameterized control optimization in dynamic on-road environments

S Zhu, B Aksun-Guvenc - Journal of Intelligent & Robotic Systems, 2020 - Springer
… upper behavior planning layer was considered by having longitudinal motion planning
responsive … The potential of the proposed trajectory planning framework was demonstrated under …

Decision-making and planning method for autonomous vehicles based on motivation and risk assessment

Y Wang, C Wang, W Zhao, C Xu - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
autonomous vehicles’ decision-making process, this paper draws on the decision-making
behavior … and proposes a decision-making and planning method based on motivation and risk …

Virtual target-based overtaking decision, motion planning, and control of autonomous vehicles

H Chae, K Yi - IEEE Access, 2020 - ieeexplore.ieee.org
behaviors frequently occur in driving situations and are related to not only safety but also
speediness. An autonomous vehicle is an … This approach enables rational behavior planning by …

Scenario understanding and motion prediction for autonomous vehicles—review and comparison

P Karle, M Geisslinger, J Betz… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
autonomous vehicles in general. A dedicated survey of vision-based models for behavior
an opponent’s behavior and thus enhances the safety of the planning process. Game theory is …

[HTML][HTML] A review on autonomous vehicles: Progress, methods and challenges

D Parekh, N Poddar, A Rajpurkar, M Chahal, N Kumar… - Electronics, 2022 - mdpi.com
… The service is free for civilians and is a vital aspect of path planning in autonomous vehicles
Using VANET, we can cluster vehicles according to routing, mobility, and behaviors on the …