| The Impact of Uncle Rewards on Selfish Mining in Ethereum F Ritz, A Zugenmaier 2018 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), 50-57, 2018 | 90 | 2018 |
| Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning R Müller, F Ritz, S Illium, C Linnhoff-Popien Proceedings of the 13th International Conference on Agents and Artificial …, 2020 | 25 | 2020 |
| Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition T Phan, L Belzner, T Gabor, A Sedlmeier, F Ritz, C Linnhoff-Popien Proceedings of the AAAI Conference on Artificial Intelligence 35 (13), 11308 …, 2021 | 20 | 2021 |
| The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline T Gabor, L Sünkel, F Ritz, T Phan, L Belzner, C Roch, S Feld, ... First International Workshop on Quantum Software Engineering (Q-SE), 2020 | 18 | 2020 |
| Learning and Testing Resilience in Cooperative Multi-Agent Systems T Phan, T Gabor, A Sedlmeier, F Ritz, B Kempter, C Klein, H Sauer, ... Proceedings of the 19th International Conference on Autonomous Agents and …, 2020 | 17 | 2020 |
| The scenario coevolution paradigm: adaptive quality assurance for adaptive systems T Gabor, A Sedlmeier, T Phan, F Ritz, M Kiermeier, L Belzner, B Kempter, ... International Journal on Software Tools for Technology Transfer 22, 457-476, 2020 | 15 | 2020 |
| Acoustic leak detection in water networks R Müller, S Illium, F Ritz, T Schröder, C Platschek, J Ochs, ... Proceedings of the 13th International Conference on Agents and Artificial …, 2020 | 12 | 2020 |
| Analysis of Feature Representations for Anomalous Sound Detection R Müller, S Illium, F Ritz, K Schmid Proceedings of the 13th International Conference on Agents and Artificial …, 2020 | 9 | 2020 |
| Foraging swarms using multi-agent reinforcement learning C Hahn, F Ritz, P Wikidal, T Phan, T Gabor, C Linnhoff-Popien ALIFE 2020: The 2020 Conference on Artificial Life, 333-340, 2020 | 8 | 2020 |
| Nash equilibria in multi-agent swarms C Hahn, T Phan, S Feld, C Roch, F Ritz, A Sedlmeier, T Gabor, ... Icaart: Proceedings of the 12Th International Conference on Agents and …, 2020 | 6 | 2020 |
| VAST: Value Function Factorization with Variable Agent Sub-Teams T Phan, F Ritz, L Belzner, P Altmann, T Gabor, C Linnhoff-Popien Advances in Neural Information Processing Systems 34, 24018-24032, 2021 | 5 | 2021 |
| Capturing dependencies within machine learning via a formal process model F Ritz, T Phan, A Sedlmeier, P Altmann, J Wieghardt, R Schmid, H Sauer, ... Leveraging Applications of Formal Methods, Verification and Validation …, 2022 | 3 | 2022 |
| SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning F Ritz, T Phan, R Müller, T Gabor, A Sedlmeier, M Zeller, J Wieghardt, ... Proceedings of the 13th International Conference on Agents and Artificial …, 2021 | 3 | 2021 |
| Towards ecosystem management from greedy reinforcement learning in a predator-prey setting F Ritz, F Hohnstein, R Müller, T Phan, T Gabor, C Hahn, ... Artificial Life Conference Proceedings 32, 518-525, 2020 | 3 | 2020 |
| Deep Neural Baselines for Computational Paralinguistics D Elsner, S Langer, F Ritz, R Mueller, S Illium Interspeech 2019, 2388-2392, 2019 | 3 | 2019 |
| Specification aware multi-agent reinforcement learning F Ritz, T Phan, R Müller, T Gabor, A Sedlmeier, M Zeller, J Wieghardt, ... Agents and Artificial Intelligence: 13th International Conference, ICAART …, 2022 | 2 | 2022 |
| Emergent Cooperation from Mutual Acknowledgment Exchange T Phan, F Sommer, P Altmann, F Ritz, L Belzner, C Linnhoff-Popien Proceedings of the 21st International Conference on Autonomous Agents and …, 2022 | 2 | 2022 |
| A sustainable ecosystem through emergent cooperation in multi-agent reinforcement learning F Ritz, D Ratke, T Phan, L Belzner, C Linnhoff-Popien Artificial Life Conference Proceedings 33 2021 (1), 74, 2021 | 2 | 2021 |
| A Distributed Policy Iteration Scheme for Cooperative Multi-Agent Policy Approximation T Phan, L Belzner, K Schmid, T Gabor, F Ritz, S Feld, C Linnhoff-Popien Adaptive and Learning Agents Workshop (ALA@AAMAS ’20), 2020 | 1 | 2020 |
| CROP: Towards Distributional-Shift Robust Reinforcement Learning using Compact Reshaped Observation Processing P Altmann, F Ritz, L Feuchtinger, J Nüßlein, C Linnhoff-Popien, T Phan arXiv preprint arXiv:2304.13616, 2023 | | 2023 |
Prof. Dr. Claudia Linnhoff-PopienLudwig-Maximilians-University, Mobile and Distributed Systems Group, LMUVerified email at ifi.lmu.de
