A survey of deep RL and IL for autonomous driving policy learning

Z Zhu, H Zhao - IEEE Transactions on Intelligent Transportation …, 2021 - ieeexplore.ieee.org
… are obtained at multiple levels of abstraction, eg, behavior planning, motion planning and
control. The earliest autonomous vehicles can be dated back to [5]–[7]. One milestone was the …

Openplanner 2.0: The portable open source planner for autonomous driving applications

H Darweesh, E Takeuchi… - 2021 IEEE Intelligent …, 2021 - ieeexplore.ieee.org
… an integrated planner in the sense that it performs global, local and behavior planning. It is
an … Wiesel, “Optimized route network graph as map reference for autonomous cars operating …

[图书][B] Autonomous Road Vehicle Path Planning and Tracking Control

L Guvenc, B Aksun-Guvenc, S Zhu, SY Gelbal - 2021 - books.google.com
… and practitioners working on autonomous vehicle motion planning and control, … on autonomous
driving. This book focuses on the applications of robust motion control to the autonomous

Enhancing game-theoretic autonomous car racing using control barrier functions

G Notomista, M Wang, M Schwager… - … conference on robotics …, 2020 - ieeexplore.ieee.org
… Block scheme of the approach proposed in this paper for autonomous car racing in
presence of uncertainties. The SENNA module acts as a higher-level game-theoretic planning

[HTML][HTML] A comprehensive survey on the application of deep and reinforcement learning approaches in autonomous driving

BB Elallid, N Benamar, AS Hafid, T Rachidi… - Journal of King Saud …, 2022 - Elsevier
autonomous cars such as technical and non-technical challenges addressed by the autonomous
car … in scene perception, path planning, behavior arbitration, and motion control. They …

Milestones in autonomous driving and intelligent vehicles—part ii: Perception and planning

L Chen, S Teng, B Li, X Na, Y Li, Z Li… - … on Systems, Man …, 2023 - ieeexplore.ieee.org
… local behavior planning, and trajectory planningbehavior planning and trajectory planning
is rather blurred [159], eg, some behavior planners do more than just identify the behavior

Cooperative driving of automated vehicles using B-splines for trajectory planning

R Van Hoek, J Ploeg, H Nijmeijer - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… This section first presents the trajectory planning framework of the autonomous car. With
the framework presented, it will outline how cooperation is included in this framework. Finally, …

Human-machine cooperative trajectory planning and tracking for safe automated driving

C Huang, H Huang, J Zhang, P Hang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… -RRT) for path planning, together with the risk assessment of driver behavior. First, the driver…
planning. By HMRRT, the newly developed safety assurance mechanism for path planning, …

Waymo simulated driving behavior in reconstructed fatal crashes within an autonomous vehicle operating domain

JM Scanlon, KD Kusano, T Daniel, C Alderson… - Accident Analysis & …, 2021 - Elsevier
Preventing and mitigating high severity collisions is one of the main opportunities for Automated
Driving Systems (ADS) to improve road safety. This study evaluated the Waymo Driver’s …

Autonomous exploration development environment and the planning algorithms

C Cao, H Zhu, F Yang, Y Xia, H Choset… - … on Robotics and …, 2022 - ieeexplore.ieee.org
… algorithms and integration of complete autonomous navigation … planning, we detail usage
of the three open-source repositories and share experiences in integration of autonomous