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

Behavior planning of autonomous cars with social perception

L Sun, W Zhan, CY Chan… - … IEEE Intelligent Vehicles …, 2019 - ieeexplore.ieee.org
… incorporated into a probabilistic planning framework based on Model … planning module
with socially enhanced perception enables the autonomous vehicles to generate behaviors

Social behavior for autonomous vehicles

W Schwarting, A Pierson… - Proceedings of the …, 2019 - National Acad Sciences
… , quantify, and predict human behavior to better inform an autonomous system. A game-theoretic …
predictions and planning, while integrating environmental and planning constraints to …

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 …

Jointly learnable behavior and trajectory planning for self-driving vehicles

A Sadat, M Ren, A Pokrovsky, YC Lin… - 2019 IEEE/RSJ …, 2019 - ieeexplore.ieee.org
… [11] use maximum margin for behavioral planning. In contrast, we develop a framework
where we tackle both behavior planning and local trajectory planning with a shared cost function …

Advanced planning for autonomous vehicles using reinforcement learning and deep inverse reinforcement learning

C You, J Lu, D Filev, P Tsiotras - Robotics and Autonomous Systems, 2019 - Elsevier
… We model the interaction between the autonomous vehicle … -like driving behavior of the
autonomous vehicle is obtained … driving strategy for the autonomous vehicle using reinforcement …

[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 …

Autonomous planning and control for intelligent vehicles in traffic

C You, J Lu, D Filev, P Tsiotras - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
autonomous vehicles behave in a predictable manner, in this paper we wish to generate the
behavioral planning of an expert driver such that the autonomous vehicle can mimic human-…

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 …