| 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 | 112 | 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 | 60 | 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 | 40 | 2021 |
| 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 | 34 | 2020 |
| 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 | 31 | 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 | 29 | 2021 |
| 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 | 26 | 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 | 22 | 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 | 18 | 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 32, 333-340, 2020 | 15 | 2020 |
| Attention-based recurrence for multi-agent reinforcement learning under stochastic partial observability T Phan, F Ritz, P Altmann, M Zorn, J Nüßlein, M Kölle, T Gabor, ... International Conference on Machine Learning, 27840-27853, 2023 | 11 | 2023 |
| 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 | 9 | 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 | 9 | 2022 |
| Nash Equilibria in Multi-Agent Swarms C Hahn, T Phan, S Feld, C Roch, F Ritz, A Sedlmeier, T Gabor, ... Proceedings of the 12th International Conference on Agents and Artificial …, 2020 | 9 | 2020 |
| A Sustainable Ecosystem through Emergent Cooperation in Multi-Agent Reinforcement Learning F Ritz, D Ratke, T Phan, L Belzner, C Linnhoff-Popien ALIFE 2021: The 2021 Conference on Artificial Life 33, 2021 | 8 | 2021 |
| Deep Neural Baselines for Computational Paralinguistics D Elsner, S Langer, F Ritz, R Mueller, S Illium Interspeech 2019, 2388-2392, 2019 | 6 | 2019 |
| Quantum Advantage Actor-Critic for Reinforcement Learning M Kölle, M Hgog, F Ritz, P Altmann, M Zorn, J Stein, C Linnhoff-Popien arXiv preprint arXiv:2401.07043, 2024 | 5 | 2024 |
| 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 | 4 | 2023 |
| 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 | 4 | 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 | 4 | 2021 |
Prof. Dr. Claudia Linnhoff-PopienLudwig-Maximilians-University, Mobile and Distributed Systems Group, LMUBestätigte E-Mail-Adresse bei ifi.lmu.de
