Stefan Bauer
Bauer coauthored a PNAS study with Niklas Pfister and Jonas Peters on identifying causal structure in large-scale kinetic systems. He also coauthored Robot Cluster in the Cloud in the NeurIPS Competition Track. It concerns reproducible research in dexterous manipulation with a common robot platform. He and his collaborators presented Interventions, Where and How at NeurIPS 2022. Bauer and collaborators study experimental design for causal models at scale, part of a program on adaptable and explanatory learning systems.
Timeline
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2019
Learning causal structure
Bauer coauthored a PNAS study with Niklas Pfister and Jonas Peters on identifying causal structure in large-scale kinetic systems.
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2021
Reproducible robot learning
He also coauthored Robot Cluster in the Cloud in the NeurIPS Competition Track. It concerns reproducible research in dexterous manipulation with a common robot platform.
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2022
Choosing causal interventions
He and his collaborators presented Interventions, Where and How at NeurIPS 2022. Bauer and collaborators study experimental design for causal models at scale, part of a program on adaptable and explanatory learning systems.
Sources and credits
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