Tom Haider

11 papers A 3Misc 2Journal 2Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
Quantum Multi-Agent Reinforcement Learning for Aerial Ad-Hoc Networks.
ICAART (1)
Theodora-Augustina Dragan, Akshat Tandon, Tom Haider, Carsten Strobel, Jasper Simon Krauser, Jeanette Miriam Lorenz
2024 Misc conf
Can you trust your Agent? The Effect of Out-of-Distribution Detection on the Safety of Reinforcement Learning Systems.
SAC
Tom Haider, Karsten Roscher, Benjamin Herd, Felippe Schmoeller Roza, Simon Burton
2024 J jnl
Emergence in Multi-Agent Systems: A Safety Perspective.
CoRR
Philipp Altmann, Julian Schönberger, Steffen Illium, Maximilian Zorn, Fabian Ritz, Tom Haider, Simon Burton, Thomas Gabor
2024 — conf
Emergence in Multi-agent Systems: A Safety Perspective.
ISoLA (2)
Philipp Altmann, Julian Schönberger, Steffen Illium, Maximilian Zorn, Fabian Ritz, Tom Haider, Simon Burton, Thomas Gabor
2024 A conf
Reinforcement Learning with Ensemble Model Predictive Safety Certification.
AAMAS
Sven Gronauer, Tom Haider, Felippe Schmoeller da Roza, Klaus Diepold
2024 J jnl
Reinforcement Learning with Ensemble Model Predictive Safety Certification.
CoRR
Sven Gronauer, Tom Haider, Felippe Schmoeller da Roza, Klaus Diepold
2023 A conf
Out-of-Distribution Detection for Reinforcement Learning Agents with Probabilistic Dynamics Models.
AAMAS
Tom Haider, Karsten Roscher, Felippe Schmoeller da Roza, Stephan Günnemann
2022 — conf
A Comparison of Ambulance Redeployment Systems on Real-World Data.
ICDM (Workshops)
Niklas Strauß, Max Berrendorf, Tom Haider, Matthias Schubert
2022 A conf
Towards Anomaly Detection in Reinforcement Learning.
AAMAS
Robert Müller, Steffen Illium, Thomy Phan, Tom Haider, Claudia Linnhoff-Popien
2021 — conf
Domain Shifts in Reinforcement Learning: Identifying Disturbances in Environments.
AISafety@IJCAI
Tom Haider, Felippe Schmoeller Roza, Dirk Eilers, Karsten Roscher, Stephan Günnemann
2021 Misc conf
Human-machine collaboration on data annotation of images by semi-automatic labeling.
MuC
Tom Haider, Florian Michahelles