The OpenCDA open-source ecosystem for cooperative driving automation research

R Xu, H Xiang, X Han, X Xia, Z Meng… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Advances in Single-vehicle intelligence of automated driving has encountered great
challenges because of limited capabilities in perception and interaction with complex traffic …

Bridging the domain gap for multi-agent perception

R Xu, J Li, X Dong, H Yu, J Ma - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Existing multi-agent perception algorithms usually select to share deep neural features
extracted from raw sensing data between agents, achieving a trade-off between accuracy …

[HTML][HTML] Meaningful human control: actionable properties for AI system development

L Cavalcante Siebert, ML Lupetti, E Aizenberg… - AI and Ethics, 2023 - Springer
How can humans remain in control of artificial intelligence (AI)-based systems designed to
perform tasks autonomously? Such systems are increasingly ubiquitous, creating benefits …

[HTML][HTML] Realising meaningful human control over automated driving systems: a multidisciplinary approach

FS de Sio, G Mecacci, S Calvert, D Heikoop… - Minds and …, 2023 - Springer
The paper presents a framework to realise “meaningful human control” over Automated
Driving Systems. The framework is based on an original synthesis of the results of the …

[HTML][HTML] Meaningful human control and variable autonomy in human-robot teams for firefighting

RS Verhagen, MA Neerincx… - Frontiers in Robotics and AI, 2024 - frontiersin.org
Introduction: Humans and robots are increasingly collaborating on complex tasks such as
firefighting. As robots are becoming more autonomous, collaboration in human-robot teams …

[HTML][HTML] Human–machine coordination in mixed traffic as a problem of Meaningful Human Control

G Mecacci, SC Calvert, F Santoni de Sio - AI & society, 2023 - Springer
The urban traffic environment is characterized by the presence of a highly differentiated pool
of users, including vulnerable ones. This makes vehicle automation particularly difficult to …

Designing automated vehicle and traffic systems towards meaningful human control

S Calvert, S Johnsen, A George - Research Handbook on …, 2024 - elgaronline.com
Automation of systems has been a mainstay of modern industry for decades, mainly applied
to repetitive and mundane tasks. The broader application of intelligent systems has allowed …

A Meaningful Human Control Perspective on User Perception of Partially Automated Driving Systems: A Case Study of Tesla Users

LE Suryana, S Nordhoff, SC Calvert… - 2024 IEEE Intelligent …, 2024 - ieeexplore.ieee.org
The use of partially automated driving systems raises concerns about potential responsibility
issues, posing risk to the system safety, acceptance, and adoption of these technologies …

[PDF][PDF] Meaningful human control over AI systems: beyond talking the talk

L Siebert, ML Lupetti, E Aizenberg… - arXiv preprint arXiv …, 2021 - academia.edu
How can humans remain in control of artificial intelligence (AI)-based systems designed to
have autonomous capabilities? Such systems are increasingly ubiquitous, creating benefits …

User Perception of Partially Automated Driving Systems: A Meaningful Human Control Perspective on the Perception among Tesla Users

LE Suryana, S Nordhoff, SC Calvert… - arXiv preprint arXiv …, 2024 - arxiv.org
The use of partially automated driving systems raises concerns about potential responsibility
issues, posing risk to the system safety, acceptance, and adoption of these technologies …