Tom Haider

According to our database, Tom Haider authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Can you trust your Agent? The Effect of Out-of-Distribution Detection on the Safety of Reinforcement Learning Systems.

Tom Haider, Karsten Roscher, Benjamin Herd, Felippe Schmoeller Roza, Simon Burton

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

Emergence in Multi-agent Systems: A Safety Perspective.

Philipp Altmann, Julian Schönberger, Steffen Illium, Maximilian Zorn, Fabian Ritz, Tom Haider, Simon Burton, Thomas Gabor

Proceedings of the Leveraging Applications of Formal Methods, Verification and Validation. Rigorous Engineering of Collective Adaptive Systems, 2024

Reinforcement Learning with Ensemble Model Predictive Safety Certification.

Sven Gronauer, Tom Haider, Felippe Schmoeller da Roza, Klaus Diepold

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Out-of-Distribution Detection for Reinforcement Learning Agents with Probabilistic Dynamics Models.

Tom Haider, Karsten Roscher, Felippe Schmoeller da Roza, Stephan Günnemann

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

A Comparison of Ambulance Redeployment Systems on Real-World Data.

Niklas Strauß, Max Berrendorf, Tom Haider, Matthias Schubert

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Towards Anomaly Detection in Reinforcement Learning.

Robert Müller, Steffen Illium, Thomy Phan, Tom Haider, Claudia Linnhoff-Popien

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2021

Human-machine collaboration on data annotation of images by semi-automatic labeling.

Tom Haider, Florian Michahelles

Proceedings of the MuC '21: Mensch und Computer 2021, 2021

Domain Shifts in Reinforcement Learning: Identifying Disturbances in Environments.

Tom Haider, Felippe Schmoeller Roza, Dirk Eilers, Karsten Roscher, Stephan Günnemann

Proceedings of the Workshop on Artificial Intelligence Safety 2021 co-located with the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI 2021), 2021