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Eine Ebene höherGruppiert nach: Dokumententyp |
Veröffentlichungsdatum
Anzahl der Publikationen: 14
2025
Altmann, Philipp 
ORCID: https://orcid.org/0000-0003-1134-176X; Ritz, Fabian ORCID: https://orcid.org/0000-0001-7707-1358; Zorn, Maximilian ORCID: https://orcid.org/0009-0006-2750-7495; Kölle, Michael; Phan, Thomy; Gabor, Thomas ORCID: https://orcid.org/0000-0003-2048-8667 und Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286
(2025):
Discriminative reward co-training.
In: Neural Computing and Applications, Bd. 37: S. 18793-18809
ORCID: https://orcid.org/0000-0003-1134-176X; Ritz, Fabian ORCID: https://orcid.org/0000-0001-7707-1358; Zorn, Maximilian ORCID: https://orcid.org/0009-0006-2750-7495; Kölle, Michael; Phan, Thomy; Gabor, Thomas ORCID: https://orcid.org/0000-0003-2048-8667 und Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286
(2025):
Discriminative reward co-training.
In: Neural Computing and Applications, Bd. 37: S. 18793-18809
2024
Phan, Thomy; Sommer, Felix; Ritz, Fabian ORCID: https://orcid.org/0000-0001-7707-1358; Altmann, Philipp; Nüßlein, Jonas ORCID: https://orcid.org/0000-0001-7129-1237; Kölle, Michael; Belzner, Lenz und Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286
(11. Juli 2024):
Emergent cooperation from mutual acknowledgment exchange in multi-agent reinforcement learning.
In: Autonomous Agents and Multi-Agent Systems, Bd. 38, 34
[PDF, 16MB]
ORCID: https://orcid.org/0000-0001-7707-1358; Altmann, Philipp; Nüßlein, Jonas ORCID: https://orcid.org/0000-0001-7129-1237; Kölle, Michael; Belzner, Lenz und Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286
(11. Juli 2024):
Emergent cooperation from mutual acknowledgment exchange in multi-agent reinforcement learning.
In: Autonomous Agents and Multi-Agent Systems, Bd. 38, 34
[PDF, 16MB]
Kölle, Michael; Erpelding, Yannick; Ritz, Fabian ORCID: https://orcid.org/0000-0001-7707-1358; Phan, Thomy; Illium, Steffen und Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286
(2024):
Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics Through Multi-Agent Reinforcement Learning Algorithms.
ICAART 2024: International Conference on Agents and Artificial Intelligence, Rom, Italien, 24. - 26. Februar 2024.
Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence,
Bd. 1
Setúbal: SciTePress. S. 59-70
ORCID: https://orcid.org/0000-0001-7707-1358; Phan, Thomy; Illium, Steffen und Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286
(2024):
Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics Through Multi-Agent Reinforcement Learning Algorithms.
ICAART 2024: International Conference on Agents and Artificial Intelligence, Rom, Italien, 24. - 26. Februar 2024.
Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence,
Bd. 1
Setúbal: SciTePress. S. 59-70
Kölle, Michael; Hgog, Mohamad; Ritz, Fabian ORCID: https://orcid.org/0000-0001-7707-1358; Altmann, Philipp ORCID: https://orcid.org/0000-0003-1134-176X; Zorn, Maximilian ORCID: https://orcid.org/0009-0006-2750-7495; Stein, Jonas ORCID: https://orcid.org/0000-0001-5727-9151 und Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286
(2024):
Quantum Advantage Actor-Critic for Reinforcement Learning.
ICAART 2024: International Conference on Agents and Artificial Intelligence, Rome, Italy, 24. - 26. Februar 2024.
Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence,
Bd. 1
Setúbal: SciTePress. S. 297-304
ORCID: https://orcid.org/0000-0001-7707-1358; Altmann, Philipp ORCID: https://orcid.org/0000-0003-1134-176X; Zorn, Maximilian ORCID: https://orcid.org/0009-0006-2750-7495; Stein, Jonas ORCID: https://orcid.org/0000-0001-5727-9151 und Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286
(2024):
Quantum Advantage Actor-Critic for Reinforcement Learning.
ICAART 2024: International Conference on Agents and Artificial Intelligence, Rome, Italy, 24. - 26. Februar 2024.
Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence,
Bd. 1
Setúbal: SciTePress. S. 297-304
2023
Altmann, Philipp; Ritz, Fabian ORCID: https://orcid.org/0000-0001-7707-1358; Feuchtinger, Leonard; Nüßlein, Jonas; Linnhoff-Popien, Claudia und Phan, Thomy
(2023):
CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing.
Thirty-Second International Joint Conference on Artificial Intelligence {IJCAI-23}, Macao, SAR, 2023.08.19-25.
Elkind, Edith (Hrsg.):
In: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence,
Vienna, Austria: International Joint Conferences on Artificial Intelligence. S. 3414-3422
ORCID: https://orcid.org/0000-0001-7707-1358; Feuchtinger, Leonard; Nüßlein, Jonas; Linnhoff-Popien, Claudia und Phan, Thomy
(2023):
CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing.
Thirty-Second International Joint Conference on Artificial Intelligence {IJCAI-23}, Macao, SAR, 2023.08.19-25.
Elkind, Edith (Hrsg.):
In: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence,
Vienna, Austria: International Joint Conferences on Artificial Intelligence. S. 3414-3422
Phan, Thomy; Ritz, Fabian ORCID: https://orcid.org/0000-0001-7707-1358; Nüßlein, Jonas ORCID: https://orcid.org/0000-0001-7129-1237; Kölle, Michael; Gabor, Thomas ORCID: https://orcid.org/0000-0003-2048-8667 und Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286
(2023):
Attention-Based Recurrency for Multi-Agent Reinforcement Learning under State Uncertainty.
AAMAS 2023: International Conference on Autonomous Agents and Multiagent Systems, London, United Kingdom, 29. Mai - 02. Juni 2023.
In: AAMAS '23: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems,
Richland: International Foundation for Autonomous Agents and Multiagent Systems. S. 2839-2841
ORCID: https://orcid.org/0000-0001-7707-1358; Nüßlein, Jonas ORCID: https://orcid.org/0000-0001-7129-1237; Kölle, Michael; Gabor, Thomas ORCID: https://orcid.org/0000-0003-2048-8667 und Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286
(2023):
Attention-Based Recurrency for Multi-Agent Reinforcement Learning under State Uncertainty.
AAMAS 2023: International Conference on Autonomous Agents and Multiagent Systems, London, United Kingdom, 29. Mai - 02. Juni 2023.
In: AAMAS '23: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems,
Richland: International Foundation for Autonomous Agents and Multiagent Systems. S. 2839-2841
2022
Ritz, Fabian ORCID: https://orcid.org/0000-0001-7707-1358; Phan, Thomy; Müller, Robert ORCID: https://orcid.org/0000-0003-3108-713X; Gabor, Thomas; Sedlmeier, Andreas; Zeller, Marc; Wieghardt, Jan; Schmid, Reiner; Sauer, Horst; Klein, Cornel und Linnhoff-Popien, Claudia
(2022):
Specification Aware Multi-Agent Reinforcement Learning.
13th International Conference, ICAART 2021, Virtual Event, February 4–6, 2021.
Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
In: Agents and Artificial Intelligence. 13th International Conference, ICAART 2021, Virtual Event, February 4–6, 2021, Revised Selected Papers, Lecture Notes in Computer Science
Bd. 13251
Cham: Springer. S. 3-21
ORCID: https://orcid.org/0000-0001-7707-1358; Phan, Thomy; Müller, Robert ORCID: https://orcid.org/0000-0003-3108-713X; Gabor, Thomas; Sedlmeier, Andreas; Zeller, Marc; Wieghardt, Jan; Schmid, Reiner; Sauer, Horst; Klein, Cornel und Linnhoff-Popien, Claudia
(2022):
Specification Aware Multi-Agent Reinforcement Learning.
13th International Conference, ICAART 2021, Virtual Event, February 4–6, 2021.
Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
In: Agents and Artificial Intelligence. 13th International Conference, ICAART 2021, Virtual Event, February 4–6, 2021, Revised Selected Papers, Lecture Notes in Computer Science
Bd. 13251
Cham: Springer. S. 3-21
2021
Schmid, Kyrill; Ritz, Fabian; Illium, Steffen und Müller, Robert
(2021):
Analysis of Feature Representations for Anomalous Sound Detection.
In:
Proceedings of the 13th International Conference on Agents and Artificial Intelligence (Volume 2). ICAART, Setúbal, Portuagl: SciTePress. S. 97-106
Linnhoff-Popien, Claudia; Ochs, Jörg; Platschek, Christian; Schröder, Tobias; Ritz, Fabian; Illium, Steffen und Müller, Robert
(2021):
Acoustic Leak Detection in Water Networks.
In:
Proceedings of the 13th International Conference on Agents (Volume 2) and Artificial Intelligence. ICAART, Setúbal, Portuagl: SciTePress. S. 306-313
Linnhoff-Popien, Claudia; Illium, Steffen; Ritz, Fabian und Müller, Robert
(2021):
Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning.
In: Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
Proceedings of the 13th International Conference on Agents and Artificial Intelligence (Volume 2). ICAART, Setúbal, Portuagl: SciTePress. S. 49-56
Linnhoff-Popien, Claudia; Klein, Cornel; Sauer, Horst; Schmid, Reiner; Wieghardt, Jan; Zeller, Marc; Sedlmeier, Andreas; Gabor, Thomas; Müller, Robert; Phan, Thomy und Ritz, Fabian
(2021):
SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning.
In: Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
Proceedings of the 13th International Conference on Agents and Artificial Intelligence (Volume 1). ICAART, Setúbal, Portuagl: SciTePress. S. 28-37
Phan, Thomy; Belzner, Lenz; Gabor, Thomas; Sedlmeier, Andreas; Ritz, Fabian und Linnhoff-Popien, Claudia
(2021):
Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition.
The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), Virtual Event, February 2-9, 2021.
In: Proceedings of the AAAI Conference on Artificial Intelligence,
Bd. 35, Nr. 13
AAAI Press. S. 11308-11316
2020
Gabor, Thomas; Sedlmeier, Andreas; Phan, Thomy; Ritz, Fabian; Kiermeier, Marie; Belzner, Lenz; Kempter, Bernhard; Klein, Cornel; Sauer, Horst; Schmid, Reiner; Wieghardt, Jan; Zeller, Marc und Linnhoff-Popien, Claudia
(2020):
The scenario coevolution paradigm: adaptive quality assurance for adaptive systems.
In: International Journal on Software Tools for Technology Transfer, Bd. 22: S. 457-476
[PDF, 1MB]
Hahn, Carsten; Phan, Thomy; Feld, Sebastian; Roch, Christoph; Ritz, Fabian; Sedlmeier, Andreas; Gabor, Thomas und Linnhoff-Popien, Claudia
(2020):
Nash Equilibria in Multi-Agent Swarms.
In: Icaart: Proceedings of the 12Th International Conference on Agents and Artificial Intelligence, Vol 1: S. 234-241