Felippe Schmoeller Roza

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Tom Haider

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Publications

2024
[c10]
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Sven Gronauer, Tom Haider, Felippe Schmoeller da Roza, Klaus Diepold:
Reinforcement Learning with Ensemble Model Predictive Safety Certification. AAMAS 2024: 724-732
[c9]
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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: 1569-1578
[i2]
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  - journals/corr/abs-2402-04182
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Sven Gronauer, Tom Haider, Felippe Schmoeller da Roza, Klaus Diepold:
Reinforcement Learning with Ensemble Model Predictive Safety Certification. CoRR abs/2402.04182 (2024)
2023
[c6]
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Tom Haider, Karsten Roscher, Felippe Schmoeller da Roza, Stephan Günnemann:
Out-of-Distribution Detection for Reinforcement Learning Agents with Probabilistic Dynamics Models. AAMAS 2023: 851-859
2021
[c2]
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  - electronic edition @ ceur-ws.org (open access)
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Tom Haider, Felippe Schmoeller Roza, Dirk Eilers, Karsten Roscher, Stephan Günnemann:
Domain Shifts in Reinforcement Learning: Identifying Disturbances in Environments. AISafety@IJCAI 2021

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