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Gruppiert nach: Dokumententyp | Veröffentlichungsdatum
Springe zu: Buchbeitrag | Konferenzbeitrag
Anzahl der Publikationen: 26

Buchbeitrag

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

Konferenzbeitrag

Roshani, Navid; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Zorn, Maximilian; Kölle, Michael; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (April 2025): Sequential Hamiltonian Assembly: Enhancing the Training of Combinatorial Optimization Problems on Quantum Computers. ICAART 2024: 16th 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: Agents and Artificial Intelligence. 16th International Conference, ICAART 2024, Bd. 1 Cham: Springer Nature Switzerland. S. 252-271

Kölle, Michael; Maurer, Jonas; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Sünkel, Leo; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Hager, Julian; Zielinski, Sebastian ORCID logoORCID: https://orcid.org/0009-0000-0894-8996 und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (April 2025): Quantum Transfer Learning: The Impact of Classical Preprocessing. 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: Agents and Artificial Intelligence : 16th International Conference, ICAART 2024, Bd. 2 Cham: Springer Nature Switzerland. S. 368-403

Rohe, Tobias; Burger, Florian; Kölle, Michael; Wölckert, Sebastian; Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495 und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2025): Investigating Parameter-Efficiency of Hybrid QuGANs Based on Geometric Properties of Generated Sea Route Graphs. ICML 2025: International Conference on Machine Learning, Vancouver, Canada, 13. - 19. Juli 2025. Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.): In: Proceedings of the 17th International Conference on Agents and Artificial Intelligence, Bd. 1 Porto: SciTePress. S. 724-730

Kölle, Michael; Schneider, Karola; Egger, Sabrina; Topp, Felix; Phan, Thomy; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Nüßlein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-7129-1237 und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2025): Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization. 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: Agents and Artificial Intelligence: 16th International Conference, ICAART 2024, Bd. 1 Cham: Springer Nature Switzerland. S. 50-79

Kölle, Michael; Schubert, Tom; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151 und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): A Reinforcement Learning Environment for Directed Quantum Circuit Synthesis. 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. 83-94

Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Rohe, Tobias; Nappi, Francesco; Hager, Julian; Bucher, David; Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Kölle, Michael und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): Introducing Reduced-Width QNNs, an AI-Inspired Ansatz Design Pattern. ICAART 2024: 16th 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. 3 Setúbal: SciTePress. S. 1127-1134

Sünkel, Leo; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Kölle, Michael und Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667 (2024): Quantum Federated Learning for Image Classification. ICAART 2024: 16. Internationale Konferenz über Agenten und künstliche Intelligenz, 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. 3 Setúbal: SciTePress. S. 936-942

Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Poppel, Michael; Adamczyk, Philip; Fabry, Ramona; Wu, Zixing; Kölle, Michael; Nüßlein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-7129-1237; Schuman, Daniëlle; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Ehmer, Thomas; Narasimhan, Vijay und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): Benchmarking Quantum Surrogate Models on Scarce and Noisy Data. ICAART 2024: 16th 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 - (Volume 3), Setúbal: SciTePress. S. 352-359 [PDF, 338kB]

Müller, Robert ORCID logoORCID: https://orcid.org/0000-0003-3108-713X; Turalic, Hasan; Phan, Thomy; Kölle, Michael; Nüßlein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-7129-1237 und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): ClusterComm: Discrete Communication in Decentralized MARL Using Internal Representation Clustering. ICAART 2024: International Conference on Agents and Artificial Intelligence, Rome, Italy, 24. Februar 2024 - 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. 305-312

Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Roshani, Navid; Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Kölle, Michael und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly. ICAART 2024: 16th 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. 2 Setúbal: SciTePress. S. 99-109

Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Schuman, Daniëlle; Benkard, Magdalena; Holger, Thomas; Sajko, Wanja; Kölle, Michael; Nüßlein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-7129-1237; Sünkel, Leo; Salomon, Olivier und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection. ICAART 2024: 16th 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. 2 Setúbal: SciTePress. S. 177-185

Kölle, Michael; Maurer, Jonas; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Sünkel, Leo; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151 und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures. 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. 3 Setúbal: SciTePress. S. 649-656

Kölle, Michael; Ahouzi, Afrae; Debus, Pascal; Müller, Robert ORCID logoORCID: https://orcid.org/0000-0003-3108-713X; Schuman, Daniëlle und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): Towards Efficient Quantum Anomaly Detection: One-Class SVMs Using Variable Subsampling and Randomized Measurements. ICAART 2024 : International Conference on Agents and Artificial Intelligence, Rome, Italy, 25.- 25. 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. 2 Setúbal: SciTePress. S. 324-335

Kölle, Michael; Hgog, Mohamad; Ritz, Fabian ORCID logoORCID: https://orcid.org/0000-0001-7707-1358; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151 und Linnhoff-Popien, Claudia ORCID logoORCID: 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

Kölle, Michael; Topp, Felix; Phan, Thomy; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Nüßlein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-7129-1237 und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): Multi-Agent Quantum Reinforcement Learning Using Evolutionary Optimization. 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. 71-82

Kölle, Michael; Erpelding, Yannick; Ritz, Fabian ORCID logoORCID: https://orcid.org/0000-0001-7707-1358; Phan, Thomy; Illium, Steffen und Linnhoff-Popien, Claudia ORCID logoORCID: 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; Giovagnoli, Alessandro; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Mansky, Maximilian; Hager, Julian; Rohe, Tobias; Müller, Robert und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): Weight Re-mapping for Variational Quantum Algorithms. ICAART 2023: 15th International Conference on Agents and Artificial Intelligence, Lisbon, Portugal, 22. - 24. Februar 2023. Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.): In: Agents and Artificial Intelligence : 15th International Conference, ICAART 2023 Lisbon, Portugal, February 22–24, 2023 Revised Selected Papers, Cham: Springer. S. 286-309

Kölle, Michael; Illium, Steffen; Hahn, Carsten; Schauer, Lorenz; Hutter, Johannes und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2023): Compression of GPS Trajectories Using Autoencoders. ICAART 2023: International Conference on Agents and Artificial Intelligence, Lissabon, Portugal, 22. - 24. Februar 2023. Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.): In: Proceedings of the 15th International Conference on Agents and Artificial Intelligence, Bd. 3 Setúbal: SciTePress. S. 829-836

Kölle, Michael; Matheis, Tim; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X und Schmid, Kyrill (2023): Learning to Participate Through Trading of Reward Share. ICAART 2023 : International Conference on Agents and Artificial Intelligence, Lissabon, Portugal, 22. - 24. Februar 2023. Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.): In: Proceedings of the 15th International Conference on Agents and Artificial Intelligence, Bd. 1 Setúbal: SciTePress. S. 355-362

Illium, Steffen; Griffin, Gretchen; Kölle, Michael; Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Nüßlein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-7129-1237 und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2023): VoronoiPatches: Evaluating a New Data Augmentation Method. ICAART 2023: 15th International Conference on Agents and Artificial Intelligence, Lisbon, Portugal, 22. - 24. Februar 2023. Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.): In: Proceedings of the 15th International Conference on Agents and Artificial Intelligence - (Volume 3), Setúbal: SciTePress. S. 350-357 [PDF, 10MB]

Kölle, Michael; Giovagnoli, Alessandro; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Mansky, Maximilian; Hager, Julian und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2023): Improving Convergence for Quantum Variational Classifiers Using Weight Re-Mapping. ICAART 2023: 15th International Conference on Agents and Artificial Intelligence, Lisbon, Portugal, 22. - 24. Februar 2023. Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.): In: Proceedings of the 15th International Conference on Agents and Artificial Intelligence, Bd. 2 Setúbal: SciTePress. S. 251-258 [PDF, 584kB]

Ritz, Fabian ORCID logoORCID: https://orcid.org/0000-0001-7707-1358; Phan, Thomy; Müller, Robert ORCID logoORCID: 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

Sedlmeier, Andreas; Kölle, Michael; Müller, Robert; Baudrexel, Leo und Linnhoff-Popien, Claudia (2022): Quantifying Multimodality in World Models. 14th International Conference on Agents and Artificial Intelligence, Online, 3-5 February, 2022. Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.): In: Proceedings of the 14th International Conference on Agents and Artificial Intelligence. Vol. 1, Setúbal: SciTePress - Science and Technology Publications. S. 367-374

Scholl, Philipp; Dietrich, Felix; Otte, Clemens und Udluft, Steffen (2022): Safe Policy Improvement Approaches on Discrete Markov Decision Processes. 14th International Conference on Agents and Artificial Intelligence, Online, 3-5 February, 2022. Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.): In: Proceedings of the 14th International Conference on Agents and Artificial Intelligence. Vol. II, Setúbal: SciTePress - Science and Technology Publications, Lda.. S. 142-151

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