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Social interactions for autonomous driving: A review and perspectives
No human drives a car in a vacuum; she/he must negotiate with other road users to achieve
their goals in social traffic scenes. A rational human driver can interact with other road users …
their goals in social traffic scenes. A rational human driver can interact with other road users …
Artificial intelligence for safety-critical systems in industrial and transportation domains: A survey
Artificial Intelligence (AI) can enable the development of next-generation autonomous safety-
critical systems in which Machine Learning (ML) algorithms learn optimized and safe …
critical systems in which Machine Learning (ML) algorithms learn optimized and safe …
A survey on safety-critical driving scenario generation—a methodological perspective
Autonomous driving systems have witnessed significant development during the past years
thanks to the advance in machine learning-enabled sensing and decision-making …
thanks to the advance in machine learning-enabled sensing and decision-making …
Survey on scenario-based safety assessment of automated vehicles
S Riedmaier, T Ponn, D Ludwig, B Schick… - IEEE …, 2020 - ieeexplore.ieee.org
When will automated vehicles come onto the market? This question has puzzled the
automotive industry and society for years. The technology and its implementation have …
automotive industry and society for years. The technology and its implementation have …
Verification and validation methods for decision-making and planning of automated vehicles: A review
Verification and validation (V&V) hold a significant position in the research and development
of automated vehicles (AVs). Current literature indicates that different V&V techniques have …
of automated vehicles (AVs). Current literature indicates that different V&V techniques have …
Cooperative control of heterogeneous connected vehicle platoons: An adaptive leader-following approach
Automatic cruise control of a platoon of multiple connected vehicles in an automated
highway system has drawn significant attention of the control practitioners over the past two …
highway system has drawn significant attention of the control practitioners over the past two …
A survey on an emerging safety challenge for autonomous vehicles: Safety of the intended functionality
As the complexity of autonomous vehicles (AVs) continues to increase and artificial
intelligence algorithms are becoming increasingly ubiquitous, a novel safety concern known …
intelligence algorithms are becoming increasingly ubiquitous, a novel safety concern known …
GeoScenario: An open DSL for autonomous driving scenario representation
Automated Driving Systems (ADS) require extensive evaluation to assure acceptable levels
of safety before they can operate in real-world traffic. Although many tools are available to …
of safety before they can operate in real-world traffic. Although many tools are available to …
A framework for definition of logical scenarios for safety assurance of automated driving
Objective: In order to introduce automated vehicles on public roads, it is necessary to ensure
that these vehicles are safe to operate in traffic. One challenge is to prove that all physically …
that these vehicles are safe to operate in traffic. One challenge is to prove that all physically …
Adaptive decision-making for automated vehicles under roundabout scenarios using optimization embedded reinforcement learning
The roundabout is a typical changeable, interactive scenario in which automated vehicles
should make adaptive and safe decisions. In this article, an optimization embedded …
should make adaptive and safe decisions. In this article, an optimization embedded …