Tom Haider

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Semi Automatically

Reinforcement Learning

Manual Annotation

Top Venues

Mensch und Computer

Publications

Tom Haider, Karsten Roscher, Benjamin Herd, Felippe Schmoeller Roza, Simon Burton
Can you trust your Agent? The Effect of Out-of-Distribution Detection on the Safety of Reinforcement Learning Systems. SAC (2024)
Sven Gronauer, Tom Haider, Felippe Schmoeller da Roza, Klaus Diepold
Reinforcement Learning with Ensemble Model Predictive Safety Certification. AAMAS (2024)
Sven Gronauer, Tom Haider, Felippe Schmoeller da Roza, Klaus Diepold
Reinforcement Learning with Ensemble Model Predictive Safety Certification. CoRR (2024)
Tom Haider, Karsten Roscher, Felippe Schmoeller da Roza, Stephan Günnemann
Out-of-Distribution Detection for Reinforcement Learning Agents with Probabilistic Dynamics Models. AAMAS (2023)
Robert Müller, Steffen Illium, Thomy Phan, Tom Haider, Claudia Linnhoff-Popien
Towards Anomaly Detection in Reinforcement Learning. AAMAS (2022)
Niklas Strauß, Max Berrendorf, Tom Haider, Matthias Schubert
A Comparison of Ambulance Redeployment Systems on Real-World Data. ICDM (Workshops) (2022)
Tom Haider, Florian Michahelles
Human-machine collaboration on data annotation of images by semi-automatic labeling. Mensch und Computer (2021)
Tom Haider, Felippe Schmoeller Roza, Dirk Eilers, Karsten Roscher, Stephan Günnemann
Domain Shifts in Reinforcement Learning: Identifying Disturbances in Environments. AISafety@IJCAI (2021)