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Tom Haider
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 6
Top Topics
Reinforcement Learning
Evolutionary Algorithm
Human Machine
Normal Behavior
Top Venues
AAMAS
CoRR
Mensch und Computer
ICDM (Workshops)
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Publications
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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)