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 …

Verification and validation methods for decision-making and planning of automated vehicles: A review

Y Ma, C Sun, J Chen, D Cao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
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 …

Safe reinforcement learning via shielding

M Alshiekh, R Bloem, R Ehlers, B Könighofer… - Proceedings of the …, 2018 - ojs.aaai.org
Reinforcement learning algorithms discover policies that maximize reward, but do not
necessarily guarantee safety during learning or execution phases. We introduce a new …

Model predictive control: Recent developments and future promise

DQ Mayne - Automatica, 2014 - Elsevier
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[HTML][HTML] Multi-robot coordination analysis, taxonomy, challenges and future scope

JK Verma, V Ranga - Journal of intelligent & robotic systems, 2021 - Springer
Abstract Recently, Multi-Robot Systems (MRS) have attained considerable recognition
because of their efficiency and applicability in different types of real-life applications. This …

Model predictive control from signal temporal logic specifications: A case study

V Raman, M Maasoumy, A Donzé - Proceedings of the 4th ACM SIGBED …, 2014 - dl.acm.org
This paper describes current work on framing the model predictive control (MPC) of cyber-
physical systems as synthesis from signal temporal logic (STL) specifications. We provide a …

Online verification of automated road vehicles using reachability analysis

M Althoff, JM Dolan - IEEE Transactions on Robotics, 2014 - ieeexplore.ieee.org
An approach for formally verifying the safety of automated vehicles is proposed. Due to the
uniqueness of each traffic situation, we verify safety online, ie, during the operation of the …

Reactive synthesis from signal temporal logic specifications

V Raman, A Donzé, D Sadigh, RM Murray… - Proceedings of the 18th …, 2015 - dl.acm.org
We present a counterexample-guided inductive synthesis approach to controller synthesis
for cyber-physical systems subject to signal temporal logic (STL) specifications, operating in …

Synthesis for robots: Guarantees and feedback for robot behavior

H Kress-Gazit, M Lahijanian… - Annual Review of Control …, 2018 - annualreviews.org
Robot control for tasks such as moving around obstacles or grasping objects has advanced
significantly in the last few decades. However, controlling robots to perform complex tasks is …

Multi-agent plan reconfiguration under local LTL specifications

M Guo, DV Dimarogonas - The International Journal of …, 2015 - journals.sagepub.com
We propose a cooperative motion and task planning scheme for multi-agent systems where
the agents have independently assigned local tasks, specified as linear temporal logic …