Quantum Multi-Agent Reinforcement Learning for Aerial Ad-Hoc Networks.
Proceedings of the 17th International Conference on Agents and Artificial Intelligence, 2025
Can you trust your Agent? The Effect of Out-of-Distribution Detection on the Safety of Reinforcement Learning Systems.
Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024
Emergence in Multi-agent Systems: A Safety Perspective.
Proceedings of the Leveraging Applications of Formal Methods, Verification and Validation. Rigorous Engineering of Collective Adaptive Systems, 2024
Reinforcement Learning with Ensemble Model Predictive Safety Certification.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024
Out-of-Distribution Detection for Reinforcement Learning Agents with Probabilistic Dynamics Models.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
A Comparison of Ambulance Redeployment Systems on Real-World Data.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
Towards Anomaly Detection in Reinforcement Learning.
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022
Human-machine collaboration on data annotation of images by semi-automatic labeling.
Proceedings of the MuC '21: Mensch und Computer 2021, 2021
Domain Shifts in Reinforcement Learning: Identifying Disturbances in Environments.
Proceedings of the Workshop on Artificial Intelligence Safety 2021 co-located with the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI 2021), 2021