Robustness and adaptability of reinforcement learning-based cooperative autonomous driving in mixed-autonomy traffic

R Valiente, B Toghi, R Pedarsani… - IEEE Open Journal of …, 2022 - ieeexplore.ieee.org
… Finally, we investigate the robustness, safety and sensitivity of AVs to various HVs … safety
and robustness of cooperative autonomous vehicles in interaction with human-driven vehicles. …

[HTML][HTML] Demonstrations of cooperative perception: Safety and robustness in connected and automated vehicle operations

M Shan, K Narula, YF Wong, S Worrall, M Khan… - Sensors, 2020 - mdpi.com
… of vehicle-to-X (V2X) communication, thereby achieving improved efficiency and safety in road
… on the development of a connected and automated vehicle (CAV) and intelligent roadside …

Learning-based social coordination to improve safety and robustness of cooperative autonomous vehicles in mixed traffic

R Valiente, B Toghi, M Razzaghpour… - Machine Learning and …, 2023 - Springer
… of robust and safe AVs in mixed-autonomy traffic, especially in intrinsically competitive
driving scenarios like those shown in Fig. 2, in which coordination is essential for safety and …

Robust cooperative control of multiple autonomous vehicles for platoon formation considering parameter uncertainties

W Zhuang, L Xu, G Yin - Automotive Innovation, 2020 - Springer
… This paper proposes a robust cooperative control strategy for multiple autonomous
vehicles to achieve safe and efficient platoon formation, and it analyzes the effects of …

Coordination of cooperative autonomous vehicles: Toward safer and more efficient road transportation

R Hult, GR Campos, E Steinmetz… - IEEE Signal …, 2016 - ieeexplore.ieee.org
… Nevertheless, scalability and robustness are still challenging problems that deserve further
… within the fields of intelligent vehicles, cooperative automated driving, and active safety. Lars …

Human-robot cooperation for autonomous vehicles and human drivers: Challenges and solutions

S Aoki, CW Lin, R Rajkumar - IEEE communications magazine, 2021 - ieeexplore.ieee.org
… for such safe cooperation of autonomous vehicles and human … for safe cooperation as a
centralized coordinator. In addition, … Different from cooperation robustness where problems come …

Robust communication for cooperative driving maneuvers

O Sawade, M Schulze, I Radusch - IEEE Intelligent …, 2018 - ieeexplore.ieee.org
… -safety. In this paper we present an approach to … robustness under byzantine conditions. To
address these issues, we propose a novel protocol to enable collaborative automated driving

[HTML][HTML] Cooperative driving of heterogeneous uncertain nonlinear connected and autonomous vehicles via distributed switching robust PID-like control

A Coppola, DG Lui, A Petrillo, S Santini - Information Sciences, 2023 - Elsevier
Cooperative driving of Connected and Autonomous Vehicles (CAVs) travelling in platoon
formation, ie, following a desired speed/acceleration profile while maintaining a safe gap …

Improved robustness and safety for autonomous vehicle control with adversarial reinforcement learning

X Ma, K Driggs-Campbell… - … Intelligent Vehicles …, 2018 - ieeexplore.ieee.org
robust, a weak disturbances receives less competitive reward, while a stronger disturbance
with higher competitive reward but lower cooperative … By adding a cooperative reward, we …

Robust cooperative control strategy for a platoon of connected and autonomous vehicles against sensor errors and control errors simultaneously in a real-world …

J Wang, A Zhou, Z Liu, S Peeta - Transportation research part B …, 2024 - Elsevier
robust cooperative control (RCC) strategy to maneuver the vehicles in the platoon cooperatively
… to be executed, and a safe distance between adjacent vehicles may not be guaranteed. …