Felippe Schmoeller da Roza

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 4

Top Topics

Reinforcement Learning

Estimation Error

Top Venues

Publications

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)
Dirk Eilers, Simon Burton, Felippe Schmoeller da Roza, Karsten Roscher
Safety Assurance with Ensemble-based Uncertainty Estimation and overlapping alternative Predictions in Reinforcement Learning. SafeAI@AAAI (2023)