Set propagation techniques for reachability analysis
Reachability analysis consists in computing the set of states that are reachable by a
dynamical system from all initial states and for all admissible inputs and parameters. It is a …
dynamical system from all initial states and for all admissible inputs and parameters. It is a …
Omnidirectional mobile robots, mechanisms and navigation approaches
H Taheri, CX Zhao - Mechanism and Machine Theory, 2020 - Elsevier
A bstract The omnidirectional drive is a popular challenging trend in today's mobile robotics
where different areas such as swarm, humanoid, legged, train-based, underwater, air flying …
where different areas such as swarm, humanoid, legged, train-based, underwater, air flying …
Safe reinforcement learning for autonomous lane changing using set-based prediction
Machine learning approaches often lack safety guarantees, which are often a key
requirement in real-world tasks. This paper addresses the lack of safety guarantees by …
requirement in real-world tasks. This paper addresses the lack of safety guarantees by …
On infusing reachability-based safety assurance within planning frameworks for human–robot vehicle interactions
Action anticipation, intent prediction, and proactive behavior are all desirable characteristics
for autonomous driving policies in interactive scenarios. Paramount, however, is ensuring …
for autonomous driving policies in interactive scenarios. Paramount, however, is ensuring …
Safety assurances for human-robot interaction via confidence-aware game-theoretic human models
An outstanding challenge with safety methods for human-robot interaction is reducing their
conservatism while maintaining robustness to variations in human behavior. In this work, we …
conservatism while maintaining robustness to variations in human behavior. In this work, we …
Collision hazard modeling and analysis in a multi-mobile robots system transportation task with STPA and SPN
This paper investigates the ability to use complex multi-mobile robotic systems in risky and
dynamic environments, such as industrial plants and laboratories, with the presence of the …
dynamic environments, such as industrial plants and laboratories, with the presence of the …
Effortless creation of safe robots from modules through self-programming and self-verification
Industrial robots cannot be reconfigured to optimally fulfill a given task and often have to be
caged to guarantee human safety. Consequently, production processes are meticulously …
caged to guarantee human safety. Consequently, production processes are meticulously …
Set-based prediction of pedestrians in urban environments considering formalized traffic rules
M Koschi, C Pek, M Beikirch… - 2018 21st international …, 2018 - ieeexplore.ieee.org
Set-based predictions can ensure the safety of planned motions, since they provide a
bounded region which includes all possible future states of nondeterministic models of other …
bounded region which includes all possible future states of nondeterministic models of other …
Towards provably not-at-fault control of autonomous robots in arbitrary dynamic environments
As autonomous robots increasingly become part of daily life, they will often encounter
dynamic environments while only having limited information about their surroundings …
dynamic environments while only having limited information about their surroundings …
An MPC framework for planning safe & trustworthy robot motions
Strategies for safe human-robot interaction (HRI), such as the well-established Safe Motion
Unit, provide a velocity scaling for biomechanically safe robot motion. In addition …
Unit, provide a velocity scaling for biomechanically safe robot motion. In addition …