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. …

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

J Li, L Sun, W Zhan… - Dynamic Systems …, 2020 - asmedigitalcollection.asme.org
… a POMDP framework to cope with behavior planning in a lane changing scenario, while
considering the interaction between the autonomous car and the surrounding human cars. In the …

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
… and planning for autonomous vehicles, demonstrating its feasibility and effectiveness. …
making, only behavior planning is studied, and mission planning and route planning are not …

Survey of deep reinforcement learning for motion planning of autonomous vehicles

S Aradi - IEEE Transactions on Intelligent Transportation …, 2020 - ieeexplore.ieee.org
… by the behavioral layer, the motion planning layer needs to … exact solutions of motion
planning are impractical since they … Wang, “Human-like autonomous car-following model with …

Game-theoretic planning for self-driving cars in multivehicle competitive scenarios

M Wang, Z Wang, J Talbot, JC Gerdes… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… for autonomous cars in competitive scenarios with other cars. … multiple-car autonomous
racing game, in which each car tries … model cars and a full-sized autonomous car. For the model …

How do autonomous cars work?

J Ondruš, E Kolla, P Vertaľ, Ž Šarić - Transportation Research Procedia, 2020 - Elsevier
… permitted the testing of autonomous cars on public roads. Prior … announced that testing of
autonomous cars on public roads … are planning to operate transport systems for driverless cars, …

Hierarchical reinforcement learning method for autonomous vehicle behavior planning

Z Qiao, Z Tyree, P Mudalige… - 2020 IEEE/RSJ …, 2020 - ieeexplore.ieee.org
… subfunctions within the existing behavior planning system, but also … planning algorithm
based on hierarchical reinforcement learning (HRL) which can accomplish behavior planning in …

Self-driving cars: A survey

C Badue, R Guidolini, RV Carneiro, P Azevedo… - Expert systems with …, 2021 - Elsevier
cars published in the literature focusing on autonomous cars … , which are equipped with an
autonomy system that can be … planning, path planning, behavior selection, motion planning, …

A review on autonomous vehicles: Progress, methods and challenges

D Parekh, N Poddar, A Rajpurkar, M Chahal, N Kumar… - Electronics, 2022 - mdpi.com
behavior like driving under the influence, distractions, and the inability to drive. The progression
and arrival of autonomous cars … of the different path planning algorithms developed over …

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
… Sastry, SA Seshia, and AD Dragan, “Planning for autonomous cars that leverage effects
on human actions.” in Robotics: Science and Systems, vol. 2. Ann Arbor, MI, USA, 2016. …