Youran Wang, Yuanfei Lin, and Matthias Althoff
Interaction-Aware Trajectory Repair in Compliance with Formalized Traffic Rules
The 27th IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC 2024)
2024

Wendl, Manuel;Koller, Lukas;Ladner, Tobias;Althoff, Matthias
Training Verifiably Robust Agents Using Set-Based Reinforcement Learning
arxiv
2024
Aug

Liu, Di;Mair, Sebastian;Yang, Kang;Baldi, Simone;Frasca, Paolo;Althoff, Matthias
Resilience in Platoons of Cooperative Heterogeneous Vehicles: Self-Organization Strategies and Provably-Correct Design
IEEE Transactions on Intelligent Vehicles
2024
9
1
2262-2275

Kulmburg, Adrian;Brkan, Ivan;Althoff, Matthias
Search-based and Stochastic Solutions to the Zonotope and Ellipsotope Containment Problems
2024 European Control Conference (ECC)
IEEE
2024

Mark Wetzlinger, Adrian Kulmburg, Matthias Althoff
Inner Approximations of Reachable Sets for Nonlinear Systems using the Minkowski Difference
IEEE Control Systems Letters
IEEE
2024

Markgraf, Hannah; Eichelbeck, Michael; Althoff, Matthias
Empowering Safe Reinforcement Learning in Power System Control with CommonPower
ICLR 2024 Workshop on Tackling Climate Change with Machine Learning
2024

Markgraf, Hannah;Althoff, Matthias
Safe Multi-Agent Reinforcement Learning for Price-Based Demand Response
2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)
IEEE
2023

Xinyu Chen; Jonathan Külz; Matthias Althoff
Generating Robot Capability Maps with Neural Fields
RSS Workshop on Embodiment-Aware Robot Learning
2024

Thumm, Jakob;Trost, Felix;Althoff, Matthias
Human-Robot Gym: Benchmarking Reinforcement Learning in Human-Robot Collaboration
Proc. of the IEEE Int. Conf. on Robotics and Automation (ICRA)
2024

Thumm, Jakob;Trost, Felix;Althoff, Matthias
Human-Robot Gym: Benchmarking Reinforcement Learning in Human-Robot Collaboration
Proc. of the IEEE Int. Conf. on Robotics and Automation (ICRA)
2024