Matthias Althoff

Orcid: 0000-0003-3733-842X

According to our database1, Matthias Althoff authored at least 264 papers between 2007 and 2024.

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Bibliography

2024
DrPlanner: Diagnosis and Repair of Motion Planners for Automated Vehicles Using Large Language Models.
IEEE Robotics Autom. Lett., October, 2024

Goal-Oriented Pedestrian Motion Prediction.
IEEE Trans. Intell. Transp. Syst., June, 2024

Scalable Computation of Robust Control Invariant Sets of Nonlinear Systems.
IEEE Trans. Autom. Control., February, 2024

Resilience in Platoons of Cooperative Heterogeneous Vehicles: Self-Organization Strategies and Provably-Correct Design.
IEEE Trans. Intell. Veh., January, 2024

Publishers' Note to "Distributed set-based observers using diffusion strategies" [Journal of the Franklin Institute 360 (2023) 6976-6993].
J. Frankl. Inst., 2024

Inner Approximations of Reachable Sets for Nonlinear Systems Using the Minkowski Difference.
IEEE Control. Syst. Lett., 2024

Scalable Reachset-Conformant Identification of Linear Systems.
IEEE Control. Syst. Lett., 2024

Automatic Geometric Decomposition for Analytical Inverse Kinematics.
CoRR, 2024

Training Verifiably Robust Agents Using Set-Based Reinforcement Learning.
CoRR, 2024

Text2Interaction: Establishing Safe and Preferable Human-Robot Interaction.
CoRR, 2024

Reachset-Conformant System Identification.
CoRR, 2024

Excluding the Irrelevant: Focusing Reinforcement Learning through Continuous Action Masking.
CoRR, 2024

CommonPower: Supercharging Machine Learning for Smart Grids.
CoRR, 2024

Formal Verification of Graph Convolutional Networks with Uncertain Node Features and Uncertain Graph Structure.
CoRR, 2024

DrPlanner: Diagnosis and Repair of Motion Planners Using Large Language Models.
CoRR, 2024

Provable Traffic Rule Compliance in Safe Reinforcement Learning on the Open Sea.
CoRR, 2024

End-To-End Set-Based Training for Neural Network Verification.
CoRR, 2024

Simplifying Sim-to-Real Transfer in Autonomous Driving: Coupling Autoware with the CommonRoad Motion Planning Framework.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

Robust and Efficient Curvilinear Coordinate Transformation with Guaranteed Map Coverage for Motion Planning.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

Rule-Compliant Multi-Agent Driving Corridor Generation using Reachable Sets and Combinatorial Negotiations.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

CommonRoad-CARLA Interface: Bridging the Gap between Motion Planning and 3D Simulation.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

Specification-Compliant Reachability Analysis for Autonomous Vehicles Using On-the-Fly Model Checking.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

Provably Correct Safety Protocol for Cooperative Platooning.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

Human-Robot Gym: Benchmarking Reinforcement Learning in Human-Robot Collaboration.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

CoBRA: A Composable Benchmark for Robotics Applications.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Optimizing Modular Robot Composition: A Lexicographic Genetic Algorithm Approach.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Search-based and Stochastic Solutions to the Zonotope and Ellipsotope Containment Problems.
Proceedings of the European Control Conference, 2024

Using Four-Valued Signal Temporal Logic for Incremental Verification of Hybrid Systems.
Proceedings of the Computer Aided Verification - 36th International Conference, 2024

Computing Robust Control Invariant Sets of Nonlinear Systems Using Polynomial Controller Synthesis.
Proceedings of the American Control Conference, 2024

Exponent Relaxation of Polynomial Zonotopes and Its Applications in Formal Neural Network Verification.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Fully Automated Verification of Linear Systems Using Inner and Outer Approximations of Reachable Sets.
IEEE Trans. Autom. Control., December, 2023

Scalable Robust Safety Filter With Unknown Disturbance Set.
IEEE Trans. Autom. Control., December, 2023

Model Predictive Robustness of Signal Temporal Logic Predicates.
IEEE Robotics Autom. Lett., December, 2023

Guarantees for Real Robotic Systems: Unifying Formal Controller Synthesis and Reachset-Conformant Identification.
IEEE Trans. Robotics, October, 2023

Improving Efficiency of Human-Robot Coexistence While Guaranteeing Safety: Theory and User Study.
IEEE Trans Autom. Sci. Eng., October, 2023

Specification-Compliant Driving Corridors for Motion Planning of Automated Vehicles.
IEEE Trans. Intell. Veh., September, 2023

Constrained polynomial zonotopes.
Acta Informatica, September, 2023

Distributed set-based observers using diffusion strategies.
J. Frankl. Inst., July, 2023

Formal methods to comply with rules of the road in autonomous driving: State of the art and grand challenges.
Autom., June, 2023

Cooperative interacting automobiles.
Autom., April, 2023

Falsifying Motion Plans of Autonomous Vehicles With Abstractly Specified Traffic Scenarios.
IEEE Trans. Intell. Veh., February, 2023

Computation of Solution Spaces for Optimization-Based Trajectory Planning.
IEEE Trans. Intell. Veh., January, 2023

Provably Safe Reinforcement Learning: Conceptual Analysis, Survey, and Benchmarking.
Trans. Mach. Learn. Res., 2023

Privacy-preserving set-based estimation using partially homomorphic encryption.
Eur. J. Control, 2023

Backward Reachability Analysis of Perturbed Continuous-Time Linear Systems Using Set Propagation.
CoRR, 2023

EDGAR: An Autonomous Driving Research Platform - From Feature Development to Real-World Application.
CoRR, 2023

Formal Verification of Robotic Contact Tasks via Reachability Analysis.
CoRR, 2023

Specification-Driven Neural Network Reduction for Scalable Formal Verification.
CoRR, 2023

Open- and Closed-Loop Neural Network Verification Using Polynomial Zonotopes.
Proceedings of the NASA Formal Methods - 15th International Symposium, 2023

Geometric Deep Learning for Autonomous Driving: Unlocking the Power of Graph Neural Networks With CommonRoad-Geometric.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

CommonRoad-CriMe: A Toolbox for Criticality Measures of Autonomous Vehicles.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Graph-Based Autonomous Driving with Traffic-Rule-Enhanced Curriculum Learning.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Map Verification and Repairing Using Formalized Map Specifications.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Automatic Traffic Scenario Conversion from OpenSCENARIO to CommonRoad.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Lexicographic Mixed-Integer Motion Planning with STL Constraints.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Synthesizing Traffic Scenarios from Formal Specifications Using Reachability Analysis.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Safe Multi-Agent Reinforcement Learning for Price-Based Demand Response.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

Reducing Safety Interventions in Provably Safe Reinforcement Learning.
IROS, 2023

Timor Python: A Toolbox for Industrial Modular Robotics.
IROS, 2023

Deep Occupancy-Predictive Representations for Autonomous Driving.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Fully-Automated Verification of Linear Systems Using Reachability Analysis with Support Functions.
Proceedings of the 26th ACM International Conference on Hybrid Systems: Computation and Control, 2023

Automatic Abstraction Refinement in Neural Network Verification using Sensitivity Analysis.
Proceedings of the 26th ACM International Conference on Hybrid Systems: Computation and Control, 2023

Reachability Analysis of ARMAX Models.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Safe Reinforcement Learning with Probabilistic Guarantees Satisfying Temporal Logic Specifications in Continuous Action Spaces.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

ARCH-COMP23 Category Report: Artificial Intelligence and Neural Network Control Systems (AINNCS) for Continuous and Hybrid Systems Plants.
Proceedings of 10th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH23), 2023

ARCH-COMP23 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics.
Proceedings of 10th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH23), 2023

ARCH-COMP23 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics.
Proceedings of 10th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH23), 2023

Checking and Establishing Reachset Conformance in CORA 2023.
Proceedings of 10th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH23), 2023

2022
Interval-Arithmetic-Based Robust Control of Fully Actuated Mechanical Systems.
IEEE Trans. Control. Syst. Technol., 2022

Formal Safety Net Control Using Backward Reachability Analysis.
IEEE Trans. Autom. Control., 2022

Verifiably Safe Reinforcement Learning with Probabilistic Guarantees via Temporal Logic.
CoRR, 2022

Provably Safe Reinforcement Learning via Action Projection using Reachability Analysis and Polynomial Zonotopes.
CoRR, 2022

Provably Safe Reinforcement Learning: A Theoretical and Experimental Comparison.
CoRR, 2022

cRoK: A Composable Robotics Benchmark.
CoRR, 2022

Formal synthesis of closed-form sampled-data controllers for nonlinear continuous-time systems under STL specifications.
Autom., 2022

Formalization of Intersection Traffic Rules in Temporal Logic.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

Rule-Compliant Trajectory Repairing using Satisfiability Modulo Theories.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

Learning to Obey Traffic Rules using Constrained Policy Optimization.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

CommonRoad-Reach: A Toolbox for Reachability Analysis of Automated Vehicles.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Safe Reinforcement Learning for Urban Driving using Invariably Safe Braking Sets.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

CommonOcean: Composable Benchmarks for Motion Planning on Oceans.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Minimum-Violation Velocity Planning with Temporal Logic Constraints.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

MONA: The Munich Motion Dataset of Natural Driving.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Provably Safe Deep Reinforcement Learning for Robotic Manipulation in Human Environments.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

SaRA: A Tool for Safe Human-Robot Coexistence and Collaboration through Reachability Analysis.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Contingency-constrained economic dispatch with safe reinforcement learning.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

ARCH-COMP22 Category Report: Artificial Intelligence and Neural Network Control Systems (AINNCS) for Continuous and Hybrid Systems Plants.
Proceedings of 9th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH22), 2022

ARCH-COMP22 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics.
Proceedings of 9th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH22), 2022

Implementation of Ellipsoidal Operations in CORA 2022.
Proceedings of 9th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH22), 2022

ARCH-COMP22 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics.
Proceedings of 9th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH22), 2022

Benchmarks for the Formal Verification of Power Systems.
Proceedings of 9th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH22), 2022

2021
Supplementary data for "Velocity Estimation of Robot Manipulators: An Experimental Comparison".
Dataset, November, 2021

Fail-Safe Motion Planning for Online Verification of Autonomous Vehicles Using Convex Optimization.
IEEE Trans. Robotics, 2021

Using Reachable Sets for Trajectory Planning of Automated Vehicles.
IEEE Trans. Intell. Veh., 2021

Set-Based Prediction of Traffic Participants Considering Occlusions and Traffic Rules.
IEEE Trans. Intell. Veh., 2021

Provably-Correct and Comfortable Adaptive Cruise Control.
IEEE Trans. Intell. Veh., 2021

Pedestrian Models for Autonomous Driving Part II: High-Level Models of Human Behavior.
IEEE Trans. Intell. Transp. Syst., 2021

Pedestrian Models for Autonomous Driving Part I: Low-Level Models, From Sensing to Tracking.
IEEE Trans. Intell. Transp. Syst., 2021

Optimizing Sets of Solutions for Controlling Constrained Nonlinear Systems.
IEEE Trans. Autom. Control., 2021

Sparse Polynomial Zonotopes: A Novel Set Representation for Reachability Analysis.
IEEE Trans. Autom. Control., 2021

Offline Dynamic Grid Generation for Automotive Environment Perception Using Temporal Inference Methods.
IEEE Robotics Autom. Lett., 2021

On the co-NP-completeness of the zonotope containment problem.
Eur. J. Control, 2021

Computing Safe Sets of Linear Sampled-Data Systems.
IEEE Control. Syst. Lett., 2021

Reachability-based Identification, Analysis, and Control Synthesis of Robot Systems.
CoRR, 2021

Comparison of guaranteed state estimators for linear time-invariant systems.
Autom., 2021

Set Propagation Techniques for Reachability Analysis.
Annu. Rev. Control. Robotics Auton. Syst., 2021

Computing Specification-Compliant Reachable Sets for Motion Planning of Automated Vehicles.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

Temporal Logic Formalization of Marine Traffic Rules.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

Sampling-Based Optimal Trajectory Generation for Autonomous Vehicles Using Reachable Sets.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

CommonRoad-RL: A Configurable Reinforcement Learning Environment for Motion Planning of Autonomous Vehicles.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

CommonRoad Scenario Designer: An Open-Source Toolbox for Map Conversion and Scenario Creation for Autonomous Vehicles.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Sampling-Based Trajectory Repairing for Autonomous Vehicles.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Predictive Monitoring of Traffic Rules.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Online Verification of Impact-Force-Limiting Control for Physical Human-Robot Interaction.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Adaptive parameter tuning for reachability analysis of nonlinear systems.
Proceedings of the HSCC '21: 24th ACM International Conference on Hybrid Systems: Computation and Control, 2021

AROC: a toolbox for automated reachset optimal controller synthesis.
Proceedings of the HSCC '21: 24th ACM International Conference on Hybrid Systems: Computation and Control, 2021

Scalable robust output feedback MPC of linear sampled-data systems.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Verification of Collision Avoidance for CommonRoad Traffic Scenarios.
Proceedings of the 8th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH21), 2021

ARCH-COMP21 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics.
Proceedings of the 8th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH21), 2021

ARCH-COMP21 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics.
Proceedings of the 8th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH21), 2021

Guaranteed State Estimation in CORA 2021.
Proceedings of the 8th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH21), 2021

Verified Polynomial Controller Synthesis for Disturbed Nonlinear Systems.
Proceedings of the 7th IFAC Conference on Analysis and Design of Hybrid Systems, 2021

2020
Reachability Analysis of Large Linear Systems With Uncertain Inputs in the Krylov Subspace.
IEEE Trans. Autom. Control., 2020

Using online verification to prevent autonomous vehicles from causing accidents.
Nat. Mach. Intell., 2020

Pedestrian Models for Autonomous Driving Part II: high level models of human behaviour.
CoRR, 2020

Distributed Set-Based Observers Using Diffusion Strategy.
CoRR, 2020

CommonRoad Drivability Checker: Simplifying the Development and Validation of Motion Planning Algorithms.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Formalization of Interstate Traffic Rules in Temporal Logic.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Provably-Safe Cooperative Driving via Invariably Safe Sets.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Synthesizing Traffic Scenarios from Formal Specifications for Testing Automated Vehicles.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Cooperative Raw Sensor Data Fusion for Ground Truth Generation in Autonomous Driving.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Mutual Absolute Calibration of Lidar Mounting Positions on Vehicles using CAD Models.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Safe Reinforcement Learning for Autonomous Lane Changing Using Set-Based Prediction.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Scenario Factory: Creating Safety-Critical Traffic Scenarios for Automated Vehicles.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

A Multi-Step Approach to Accelerate the Computation of Reachable Sets for Road Vehicles.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Automatic Synthesis of Human Motion from Temporal Logic Specifications.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Optimizing performance in automation through modular robots.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Falsification-Based Robust Adversarial Reinforcement Learning.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Event-Triggered Diffusion Kalman Filters.
Proceedings of the 11th ACM/IEEE International Conference on Cyber-Physical Systems, 2020

Utilizing dependencies to obtain subsets of reachable sets.
Proceedings of the HSCC '20: 23rd ACM International Conference on Hybrid Systems: Computation and Control, 2020

Reachability analysis for hybrid systems with nonlinear guard sets.
Proceedings of the HSCC '20: 23rd ACM International Conference on Hybrid Systems: Computation and Control, 2020

Adaptive Parameter Tuning for Reachability Analysis of Linear Systems.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Computing Non-Convex Inner-Approximations of Reachable Sets for Nonlinear Continuous Systems.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Establishing Reachset Conformance for the Formal Analysis of Analog Circuits.
Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

ARCH-COMP20 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics.
Proceedings of the ARCH20. 7th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH20), 2020

ARCH-COMP20 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics.
Proceedings of the ARCH20. 7th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH20), 2020

Scalable Zonotope-Ellipsoid Conversions using the Euclidean Zonotope Norm.
Proceedings of the 2020 American Control Conference, 2020

2019
Model Conformance for Cyber-Physical Systems: A Survey.
ACM Trans. Cyber Phys. Syst., 2019

Effortless creation of safe robots from modules through self-programming and self-verification.
Sci. Robotics, 2019

Coupling SUMO with a Motion Planning Framework for Automated Vehicles.
Proceedings of the Simulating Connected Urban Mobility, 2019

Generating Critical Test Scenarios for Automated Vehicles with Evolutionary Algorithms.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Model-based Offline Vehicle Tracking in Automotive Applications Using a Precise 3D Model.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Calibration of Controlled Markov Chains for Predicting Pedestrian Crossing Behavior Using Multi-objective Genetic Algorithms.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Computationally Efficient Safety Falsification of Adaptive Cruise Control Systems.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

ARCH-COMP19 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics.
Proceedings of the ARCH19. 6th International Workshop on Applied Verification of Continuous and Hybrid Systemsi, 2019

ARCH-COMP19 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics.
Proceedings of the ARCH19. 6th International Workshop on Applied Verification of Continuous and Hybrid Systemsi, 2019

Scalable Robust Model Predictive Control for Linear Sampled-Data Systems.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Distributed Secure State Estimation Using Diffusion Kalman Filters and Reachability Analysis.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

A modal interface contract theory for guarded input/output automata with an application in traffic system design.
Proceedings of the 2019 American Control Conference, 2019

Risk-aware motion planning for automated vehicle among human-driven cars.
Proceedings of the 2019 American Control Conference, 2019

2018
On the Combined Inverse-Dynamics/Passivity-Based Control of Elastic-Joint Robots.
IEEE Trans. Robotics, 2018

Computing the Drivable Area of Autonomous Road Vehicles in Dynamic Road Scenes.
IEEE Trans. Intell. Transp. Syst., 2018

On-the-Fly Control Design of Modular Robot Manipulators.
IEEE Trans. Control. Syst. Technol., 2018

Overapproximative Human Arm Occupancy Prediction for Collision Avoidance.
IEEE Trans Autom. Sci. Eng., 2018

Flexible Automation Driven by Demonstration: Leveraging Strategies that Simplify Robotics.
IEEE Robotics Autom. Mag., 2018

Automatic Conversion of Road Networks from OpenDRIVE to Lanelets.
Proceedings of the 2018 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), Singpapore, Singapore, July 31, 2018

Evaluating Location Compliance Approaches for Automated Road Vehicles.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Probabilistic Map-based Pedestrian Motion Prediction Taking Traffic Participants into Consideration.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Worst-case Analysis of the Time-To-React Using Reachable Sets.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Efficient Mixed-Integer Programming for Longitudinal and Lateral Motion Planning of Autonomous Vehicles.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Automatic Generation of Safety-Critical Test Scenarios for Collision Avoidance of Road Vehicles.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Computationally Efficient Fail-safe Trajectory Planning for Self-driving Vehicles Using Convex Optimization.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

High-level Decision Making for Safe and Reasonable Autonomous Lane Changing using Reinforcement Learning.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Tactical Decision Making for Cooperative Vehicles Using Reachable Sets.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Set-Based Prediction of Pedestrians in Urban Environments Considering Formalized Traffic Rules.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Anytime Safety Verification of Autonomous Vehicles.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Efficient Computation of Invariably Safe States for Motion Planning of Self-Driving Vehicles.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Hierarchical Path Planner Using Workspace Decomposition and Parallel Task-Space RRTs.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Reachset Conformance of Forward Dynamic Models for the Formal Analysis of Robots.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Interval-Arithmetic-Based Trajectory Scaling and Collision Detection for Robots with Uncertain Dynamics.
Proceedings of the Second IEEE International Conference on Robotic Computing, 2018

Reachset Conformance Testing of Human Arms with a Biomechanical Model.
Proceedings of the Second IEEE International Conference on Robotic Computing, 2018

Reachset Model Predictive Control for Disturbed Nonlinear Systems.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

A Formally Verified Motion Planner for Autonomous Vehicles.
Proceedings of the Automated Technology for Verification and Analysis, 2018

ARCH-COMP18 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics.
Proceedings of the ARCH18. 5th International Workshop on Applied Verification of Continuous and Hybrid Systems, 2018

Implementation of Taylor models in CORA 2018.
Proceedings of the ARCH18. 5th International Workshop on Applied Verification of Continuous and Hybrid Systems, 2018

ARCH-COMP18 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics.
Proceedings of the ARCH18. 5th International Workshop on Applied Verification of Continuous and Hybrid Systems, 2018

2017
IEEE Transactions on Intelligent Vehicles New Senior Editors and Associate Editors.
IEEE Trans. Intell. Veh., 2017

Computing possible driving corridors for automated vehicles.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Verifying the safety of lane change maneuvers of self-driving vehicles based on formalized traffic rules.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Driving strategy selection for cooperative vehicles using maneuver templates.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

SPOT: A tool for set-based prediction of traffic participants.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

CommonRoad: Composable benchmarks for motion planning on roads.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Ensuring drivability of planned motions using formal methods.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Negotiation of drivable areas of cooperative vehicles for conflict resolution.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Determining the maximum time horizon for vehicles to safely follow a trajectory.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Interaction-aware occupancy prediction of road vehicles.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Comparison of trajectory tracking controllers for autonomous vehicles.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Calculating human reachable occupancy for guaranteed collision-free planning.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Provably safe motion of mobile robots in human environments.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Evolutionary cost-optimal composition synthesis of modular robots considering a given task.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Efficient Computation of Interval-Arithmetic-Based Robust Controllers for Rigid Robots.
Proceedings of the First IEEE International Conference on Robotic Computing, 2017

Formalising and Monitoring Traffic Rules for Autonomous Vehicles in Isabelle/HOL.
Proceedings of the Integrated Formal Methods - 13th International Conference, 2017

Combined inverse-dynamics/passivity-based control for robots with elastic joints.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Convex Interpolation Control with Formal Guarantees for Disturbed and Constrained Nonlinear Systems.
Proceedings of the 20th International Conference on Hybrid Systems: Computation and Control, 2017

Time-Triggered Conversion of Guards for Reachability Analysis of Hybrid Automata.
Proceedings of the Formal Modeling and Analysis of Timed Systems, 2017

ARCH-COMP17 Category Report: Continuous Systems with Nonlinear Dynamics.
Proceedings of the ARCH17. 4th International Workshop on Applied Verification of Continuous and Hybrid Systems, 2017

ARCH-COMP17 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics.
Proceedings of the ARCH17. 4th International Workshop on Applied Verification of Continuous and Hybrid Systems, 2017

Enhancing motion safety by identifying safety-critical passageways.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Methods for order reduction of zonotopes.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Online verification of multiple safety criteria for a robot trajectory.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Optimal control of sets of solutions to formally guarantee constraints of disturbed linear systems.
Proceedings of the 2017 American Control Conference, 2017

Estimating the region of attraction via forward reachable sets.
Proceedings of the 2017 American Control Conference, 2017

Compositional transient stability analysis of power systems via the computation of reachable sets.
Proceedings of the 2017 American Control Conference, 2017

2016
Set-Based Prediction of Traffic Participants on Arbitrary Road Networks.
IEEE Trans. Intell. Veh., 2016

Online motion synthesis with minimal intervention control and formal safety guarantees.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

A Formally Verified Checker of the Safe Distance Traffic Rules for Autonomous Vehicles.
Proceedings of the NASA Formal Methods - 8th International Symposium, 2016

Fail-safe motion planning of autonomous vehicles.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Can automated road vehicles harmonize with traffic flow while guaranteeing a safe distance?
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Overapproximative arm occupancy prediction for human-robot co-existence built from archetypal movements.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

A task-driven algorithm for configuration synthesis of modular robots.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Reachset Conformance Testing of Hybrid Automata.
Proceedings of the 19th International Conference on Hybrid Systems: Computation and Control, 2016

Implementation of Interval Arithmetic in CORA 2016.
Proceedings of the ARCH@CPSWeek 2016, 2016

Estimating the domain of attraction based on the invariance principle.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

On estimating the Robust Domain of Attraction for uncertain non-polynomial systems: An LMI approach.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Combining zonotopes and support functions for efficient reachability analysis of linear systems.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

STL Model Checking of Continuous and Hybrid Systems.
Proceedings of the Automated Technology for Verification and Analysis, 2016

Closed-form expressions of convex combinations.
Proceedings of the 2016 American Control Conference, 2016

Ultimate robust performance control of rigid robot manipulators using interval arithmetic.
Proceedings of the 2016 American Control Conference, 2016

On enlarging backward reachable sets via Zonotopic set membership.
Proceedings of the IEEE International Symposium on Intelligent Control, 2016

Cost-optimal composition synthesis for modular robots.
Proceedings of the 2016 IEEE Conference on Control Applications, 2016

2015
On Computing the Minkowski Difference of Zonotopes.
CoRR, 2015

On time-memory trade-off for collision detection.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015

Determining the Nonexistence of Evasive Trajectories for Collision Avoidance Systems.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Formalising Traffic Rules for Accountability of Autonomous Vehicles.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Automatic centralized controller design for modular and reconfigurable robot manipulators.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Online safety verification of trajectories for unmanned flight with offline computed robust invariant sets.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Safety control of robots under Computed Torque control using reachable sets.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

An Introduction to CORA 2015.
Proceedings of the 1st and 2nd International Workshop on Applied veRification for Continuous and Hybrid Systems, 2015

Control synthesis for non-polynomial systems: A domain of attraction perspective.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Automated generation of hybrid system models for reachability analysis of nonlinear analog circuits.
Proceedings of the 20th Asia and South Pacific Design Automation Conference, 2015

2014
Online Verification of Automated Road Vehicles Using Reachability Analysis.
IEEE Trans. Robotics, 2014

Reachability Analysis of Nonlinear Differential-Algebraic Systems.
IEEE Trans. Autom. Control., 2014

Formal verification of maneuver automata for parameterized motion primitives.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

2013
Formal verification of phase-locked loops using reachability analysis and continuization.
Commun. ACM, 2013

Comparison of trajectory tracking controllers for emergency situations.
Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013

Should collision avoidance systems use yaw stabilization?
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Road occupancy prediction of traffic participants.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Reachability analysis of nonlinear systems using conservative polynomialization and non-convex sets.
Proceedings of the 16th international conference on Hybrid systems: computation and control, 2013

2012
Transient stability analysis by reachable set computation.
Proceedings of the 3rd IEEE PES Innovative Smart Grid Technologies Europe, 2012

Avoiding geometric intersection operations in reachability analysis of hybrid systems.
Proceedings of the Hybrid Systems: Computation and Control (part of CPS Week 2012), 2012

Reachability computation of low-order models for the safety verification of high-order road vehicle models.
Proceedings of the American Control Conference, 2012

2011
Comparison of Markov Chain Abstraction and Monte Carlo Simulation for the Safety Assessment of Autonomous Cars.
IEEE Trans. Intell. Transp. Syst., 2011

Set-based computation of vehicle behaviors for the online verification of autonomous vehicles.
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

Reachable set computation for uncertain time-varying linear systems.
Proceedings of the 14th ACM International Conference on Hybrid Systems: Computation and Control, 2011

Zonotope bundles for the efficient computation of reachable sets.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010
Safety verification of autonomous vehicles for coordinated evasive maneuvers.
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2010

Probabilistic collision state checker for crowded environments.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

2009
Model-Based Probabilistic Collision Detection in Autonomous Driving.
IEEE Trans. Intell. Transp. Syst., 2009

Safety assessment for stochastic linear systems using enclosing hulls of probability density functions.
Proceedings of the 10th European Control Conference, 2009

2008
Sicherheitsbewertung von Fahrstrategien kognitiver Automobile (Safety Assessment of Driving Strategies of Cognitive Cars).
Autom., 2008

Probabilistic mapping of dynamic obstacles using Markov chains for replanning in dynamic environments.
Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008

Reachability analysis of nonlinear systems with uncertain parameters using conservative linearization.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

2007
Reachability analysis of linear systems with uncertain parameters and inputs.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

Safety Assessment of Autonomous Cars using Verification Techniques.
Proceedings of the American Control Conference, 2007


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