Planning and decision-making for autonomous vehicles

W Schwarting, J Alonso-Mora… - … , and Autonomous …, 2018 - annualreviews.org
… for integrated perception and planning and for behavior-aware planning, many of which rely
… the state of the art and remaining challenges for managing fleets of autonomous vehicles. …

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. …

A behavioral planning framework for autonomous driving

J Wei, JM Snider, T Gu, JM Dolan… - … Intelligent Vehicles …, 2014 - ieeexplore.ieee.org
… In this paper, we propose a novel behavioral planning framework for fully autonomous
vehicles. Using the framework, an autonomous vehicle can achieve functionalities such as lane …

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

[HTML][HTML] Deep, consistent behavioral decision making with planning features for autonomous vehicles

L Qian, X Xu, Y Zeng, J Huang - Electronics, 2019 - mdpi.com
… , a novel planning features-based, deep behavior decision … an optimal maneuver for
autonomous vehicles in dynamic traffic… the autonomous vehicle’s core module, behavioral

Behavior decision in autonomous vehicles

M Pellkofer, ED Dickmanns - … Vehicle Symposium, 2002. IEEE, 2002 - ieeexplore.ieee.org
… of a behavior decision module to use the capabilities of the vehicle, so that a mission plan, …
An autonomous vehicle equipped with an active camera head has the option to adapt …

Towards tactical lane change behavior planning for automated vehicles

S Ulbrich, M Maurer - 2015 IEEE 18th International Conference …, 2015 - ieeexplore.ieee.org
vehicles without any human interaction. In this paper, we present our approach for tactical
behavior planning for … behavior planning of an automated vehicle. Figure 1 illustrates tactical …

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

Interaction-aware behavior planning for autonomous vehicles validated with real traffic data

J Li, L Sun, W Zhan… - Dynamic Systems …, 2020 - asmedigitalcollection.asme.org
… safe and efficient autonomous driving, AVs need to be aware of such uncertainties when
they plan their own behaviors. In this paper, we formulate such a behavior planning problem as …

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 …