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Anzahl der Publikationen: 50

Zeitschriftenartikel

Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Ritz, Fabian ORCID logoORCID: https://orcid.org/0000-0001-7707-1358; Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Kölle, Michael; Phan, Thomy; Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667 und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2025): Discriminative reward co-training. In: Neural Computing and Applications, Bd. 37: S. 18793-18809

Phan, Thomy; Sommer, Felix; Ritz, Fabian ORCID logoORCID: https://orcid.org/0000-0001-7707-1358; Altmann, Philipp; Nüßlein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-7129-1237; Kölle, Michael; Belzner, Lenz und Linnhoff-Popien, Claudia ORCID logoORCID: 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]

Konferenzbeitrag

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

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

Stenzel, Gerhard; Schmid, Kyrill; Kölle, Michael; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Lingsch-Rosenfeld, Marian ORCID logoORCID: https://orcid.org/0000-0002-8172-3184; Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Bücher, Tim; Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667; Wirsing, Martin und Belzner, Lenz (2025): SEGym: Optimizing Large Language Model Assisted Software Engineering Agents with Reinforcement Learning. AISoLA 2024: Second International Conference, Chersonissos, Griechenland, 30. Oktober - 03. November 2024. Bernhard, Steffen (Hrsg.): In: Bridging the Gap Between AI and Reality : Second International Conference, AISoLA 2024, Crete, Greece, October 30 – November 3, 2024, Proceedings, Cham: Springer. S. 107-124

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

Stenzel, Gerhard; Kölle, Michael; Rohe, Tobias; Mansky, Maximilian; Nüßlein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-7129-1237 und Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667 (2025): QMamba: Quantum Selective State Space Models for Text Generation. ICAART 2025: 17th International Conference on Agents and Artificial Intelligence, Porto, Portugal, 23. - 25. Februar 2025. Rocha, Ana Paula; Steels, Luc und Herik, H. Jaap van den (Hrsg.): In: Proceedings of the 17th International Conference on Agents and Artificial Intelligence, ICAART 2025 - (Volume 1), Setúbal: SciTePress. S. 742-750 [PDF, 297kB]

Kölle, Michael; Tochtermann, Johannes; Schönberger, Julian; Stenzel, Gerhard; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2025): PIMAEX: Multi-Agent Exploration Through Peer Incentivization. ICAART 2025: International Conference on Agents and Artificial Intelligence, Porto, Portugal, 23. - 25. Februar 2025. Rocha, Ana Paula; Steels, Luc und Herik, H. Jaap van den (Hrsg.): In: Proceedings of the 17th International Conference on Agents and Artificial Intelligence, Bd. 1 Setúbal: SciTePress. S. 572-579 [PDF, 533kB]

Stenzel, Gerhard; Zielinski, Sebastian ORCID logoORCID: https://orcid.org/0009-0000-0894-8996; Kölle, Michael; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Nüßlein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-7129-1237 und Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667 (2025): Qandle: Accelerating State Vector Simulation Using Gate-Matrix Caching and Circuit Splitting. ICAART 2025: 17th International Conference on Agents and Artificial Intelligence, Porto, Portugal, 23. - 25. Februar 2025. Rocha, Ana Paula; Steels, Luc und Herik, H. Jaap van den (Hrsg.): In: Proceedings of the 17th International Conference on Agents and Artificial Intelligence, ICAART 2025 - (Volume 1), Setúbal: SciTePress. S. 715-723 [PDF, 297kB]

Stenzel, Gerhard; Kölle, Michael; Rohe, Tobias; Mansky, Maximilian; Nüßlein, Jonas und Gabor, Thomas (2025): QMamba: Quantum Selective State Space Models for Text Generation. , Porto, Portugal, 23. - 25. Februar 2025. SciTePress. S. 742-750

Altmann, Philipp; Winter, Katharina; Kölle, Michael; Zorn, Maximilian und Linnhoff-Popien, Claudia (2025): MEDIATE: Mutually Endorsed Distributed Incentive Acknowledgment Token Exchange. , Porto, Portugal, 23. - 25. Februar 2025. SciTePress. S. 33-44

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

Rohe, Tobias; Böhm, Barbara; Kölle, Michael; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Müller, Robert ORCID logoORCID: https://orcid.org/0000-0003-3108-713X und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2025): Coconut Palm Tree Counting on Drone Images with Deep Object Detection and Synthetic Training Data. ICAART 2025: 17th International Conference on Agents and Artificial Intelligence, Porto, Portugal, 23.- 25. Februar 2025. Rocha, Ana Paula; Steels, Luc und Herik, H. Jaap van den (Hrsg.): In: Proceedings of the 17th International Conference on Agents and Artificial Intelligence, Bd. 3 Setúbal: SciTePress. S. 662-669

Sünkel, Leo; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Kölle, Michael; Stenzel, Gerhard; Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667 und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2025): Quantum Circuit Construction and Optimization through Hybrid Evolutionary Algorithms. GECCO 2025: The Genetic and Evolutionary Computation Conference, Malaga, Spain, 14. - 18. Juli 2025. Ochoa, Gabriela und Filipic, Bogdan (Hrsg.): In: GECCO '25: Proceedings of the Genetic and Evolutionary Computation Conference, New York: Association for Computing Machinery. S. 934-942

Rohe, Tobias; Kölle, Michael; Matheis, Jan; Höpfl, Rüdiger; Sünkel, Leo und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2025): Optimization of Link Configuration for Satellite Communication Using Reinforcement Learning. ICAART 2025: 17th International Conference on Agents and Artificial Intelligence, Porto, Portugal, 23. - 25. Februar 2025. Rocha, Ana Paula; Steels, Luc und Herik, H. Jaap van den (Hrsg.): In: Proceedings of the 17th International Conference on Agents and Artificial Intelligence, Bd. 2 Setúbal: SciTePress. S. 704-713

Rohe, Tobias; Grätz, Simon; Kölle, Michael; Zielinski, Sebastian ORCID logoORCID: https://orcid.org/0009-0000-0894-8996; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151 und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2025): From Problem to Solution: A General Pipeline to Solve Optimisation Problems on Quantum Hardware. FICC 2025: Future of Information and Communication Conference, Berlin, Germany, 28. - 29. April 2025. Arai, Kohei (Hrsg.): In: Advances in Information and Communication. Proceedings of the 2025 Future of Information and Communication Conference (FICC), Bd. 3, Nr. 978-3-031-84460-7 Cham: Springer Nature Switzerland. S. 21-41

Kölle, Michael; Bintener, Tom; Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Stenzel, Gerhard; Sünkel, Leo; Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667 und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2025): Evaluating Mutation Techniques in Genetic Algorithm-Based Quantum Circuit Synthesis. GECCO 2025: Genetic and Evolutionary Computation Conference, Málaga, Spain, 14.- 18. Juli 2025. Ochoa, Gabriela und Filipic, Bogdan (Hrsg.): In: GECCO '25: Proceedings of the Genetic and Evolutionary Computation Conference, New York, NY, USA: Association for Computing Machinery. S. 907-915

Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Stenzel, Gerhard; Kölle, Michael; Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 und Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667 (Juli 2024): Self-Adaptive Robustness of Applied Neural-Network-Soups. ALIFE 2024: The 2024 International Conference for Artificial Life, Kopenhagen, Dänemark, 22. - 26. Juli 2024. Faíña, Andrés; Risi, Sebastian; Medvet, Eric; Stoy, Kasper; Chan, Bert; Miras, Karine; Zahadat, Payam; Grbic, Djordje und Nadizar, Giorgia (Hrsg.): In: ALIFE 2024: Proceedings of the 2024 Artificial Life Conference, Cambridge, MA: MIT. S. 74-82 [PDF, 831kB]

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): On the Quantum Impact in Hybrid Classical-Quantum Transfer Learning. QCE 2024: IEEE International Conference on Quantum Computing and Engineering, Montréal, QC, Canada, 15. - 20. September 2024. Culhane, Candace; Byrd, Greg; Muller, Hausi; Alexev, Yuri und Sheldon, Sarah (Hrsg.): In: Proceedings Volume II of III IEEE Quantum Week 2024, Bd. 2 Los Alamitos: IEEE Computer Society. S. 11-15

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

Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Bärligea, Adelina; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Kölle, Michael; Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667; Phan, Thomy und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): Quantum Circuit Design: A Reinforcement Learning Challenge. AAMAS 2024: International Conference on Autonomous Agents and Multiagent Systems, Auckland, New Zealand, 06.- 10. Mai 2024. Dastani, Mehdi; Sichman, Jaime Simão; Alechina, Natasha und Dignum, Virginia (Hrsg.): In: AAMAS '24: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems. S. 2123-2125

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

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; 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]

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; 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; Kölle, Michael; Rohe, Tobias und Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667 (2024): Towards Federated Learning on the Quantum Internet. ICCS 2024: International Conference on Computational Science, Malaga, Spain, 2. - 4. Juli 2024. Franco, Leonardo; Mulatier, Clélia de; Paszynski, Maciej; Krzhizhanovskaya, Valeria V.; Dongarra, Jack J. und Sloot, Peter M. A. (Hrsg.): In: Computational Science - ICCS 2024 : Proceedings, Part VI, Berlin, Heidelberg: Springer-Verlag. S. 330-344

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

Zielinski, Sebastian ORCID logoORCID: https://orcid.org/0009-0000-0894-8996; Nüßlein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-7129-1237; Kölle, Michael; Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667; Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 und Feld, Sebastian (2024): Solving Max-3SAT Using QUBO Approximation. QCE 2024: IEEE International Conference on Quantum Computing and Engineering, Montréal, QC, Canada, 15. - 20. September 2024. Culhane, Candace; Byrd, Greg; Muller, Hausi; Alexev, Yuri und Sheldon, Sarah (Hrsg.): In: Proceedings Volume I of III IEEE Quantum Week 2024, Bd. 1 Los Alamitos: IEEE. S. 681-691

Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Kölle, Michael; Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 und Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667 (2024): Cohesive Quantum Circuit Layer Construction with Reinforcement Learning. QCE 2024: IEEE International Conference on Quantum Computing and Engineering, Montréal, QC, Canada, 15.- 20. September 2024. O’Conner, Lisa (Hrsg.): In: 2024 IEEE International Conference on Quantum Computing and Engineering (QCE), Bd. 1 Los Alamitos: IEEE. S. 1721-1730

Kölle, Michael; Stenzel, Gerhard; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Zielinski, Sebastian ORCID logoORCID: https://orcid.org/0009-0000-0894-8996; Ommer, Bjorn und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): Quantum Denoising Diffusion Models. QSW 2024: IEEE International Conference on Quantum Software, Shenzhen, China, 07. - 13. July 2024. Chang, Rong N.; Chang, Carl K.; Yang, Jingwei; Jin, Zhi; Sheng, Michael; Fan, Jing; Fletcher, Kenneth; He, Qiang; Faro, Ismael; Leymann, Frank; Barzen, Johanna; Puente, Salvador de la; Feld, Sebastian; Wimmer, Manuel; Atukorala, Nimanthi; Wu, Hongyue; Elkouss, David; Garcia-Alonso, Jose und Sarkar, Aritra (Hrsg.): In: Proceedings 2024 IEEE International Conference on Quantum Software : IEEE QSW 2024, Los Alamitos: IEEE. S. 88-98

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; Witter, Timo; Rohe, Tobias; Stenzel, Gerhard; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X und Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667 (2024): A Study on Optimization Techniques for Variational Quantum Circuits in Reinforcement Learning. QSW 2024: IEEE International Conference on Quantum Software, Shenzhen, China, 7. - 13. Juli 2024. Chang, Rong N.; Chang, Carl K.; Yang, Jingwei; Jin, Zhi; Sheng, Michael; Fan, Jing; Fletcher, Kenneth; He, Qiang; Faro, Ismael; Leymann, Frank; Barzen, Johanna; Feld, Sebastian; Puente, Salvador de la; Wimmer, Manuel; Atukorala, Nimanthi; Wu, Hongyue; Elkouss, David; Garcia-Alonso, Jose und Sarkar, Aritra (Hrsg.): In: Proceedings 2024 IEEE International Conference on Quantum Software : IEEE QSW 2024, Los Alamitos: IEEE Computer Society. S. 157-167

Kölle, Michael; Stenzel, Gerhard; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Zielinski, Sebastian ORCID logoORCID: https://orcid.org/0009-0000-0894-8996; Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): Quantum Denoising Diffusion Models. 2024 IEEE International Conference on Quantum Software (QSW), Shenzhen, China, 7. - 13. Juli 2024. S. 88-98

Stenzel, Gerhard; Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Mansky, Maximilian; Kölle, Michael und Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667 (2024): Self-Replicating Prompts for Large Language Models: Towards Artificial Culture. ALIFE 2024: The International Conference for Artificial Life, Kopenhagen, Dänemark, 22. - 26. Juli 2024. Faíña, Andrés; Risi, Sebastian; Medvet, Eric; Stoy, Kasper; Chan, Bert; Miras, Karine; Zahadat, Payam; Grbic, Djordje und Nadizar, Giorgia (Hrsg.): In: ALIFE 2024: Proceedings of the 2024 Artificial Life Conference, Cambridge, MA: MIT. [PDF, 515kB]

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; 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; 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; 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; 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; Seidl, Daniel; Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151 und Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667 (2024): Optimizing Variational Quantum Circuits Using Metaheuristic Strategies in Reinforcement Learning. QCE 2024: IEEE International Conference on Quantum Computing and Engineering, Montréal, Canada, 15.- 20. September 2024. Culhane, Candace; Byrd, Greg; Muller, Hausi; Alexev, Yuri und Sheldon, Sarah (Hrsg.): In: Proceedings Volume II of III IEEE Quantum Week 2024, Los Alamitos: IEEE Computer Society. S. 323-328

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

Kölle, Michael; Illium, Steffen; Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Nüßlein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-7129-1237; Suchostawski, Patrick und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2023): Improving Primate Sounds Classification Using Binary Presorting for Deep Learning. DeLTA 2023: 4th International Conference on Deep Learning Theory and Applications, Rome, Italy, 13. - 14. Juli 2023. Conte, Donatello; Fred, Ana; Gusikhin, Oleg und Sansone, Carlo (Hrsg.): In: Deep Learning Theory and Applications: 4th International Conference, DeLTA 2023, Rome, Italy, July 13–14, 2023, Proceedings, Cham: Springer. S. 19-34

Phan, Thomy; Ritz, Fabian ORCID logoORCID: https://orcid.org/0000-0001-7707-1358; Nüßlein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-7129-1237; Kölle, Michael; Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667 und Linnhoff-Popien, Claudia ORCID logoORCID: 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

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]

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

Illium, Steffen; Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Lenta, Cristian; Kölle, Michael; Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 und Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667 (2022): Constructing Organism Networks from Collaborative Self-Replicators. SSCI 2022: IEEE Symposium Series on Computational Intelligence, Singapore, Singapore, 04. - 07. Dezember 2022. Ishibuchi, Hisao; Kwoh, Chee-Keong; Tan, Ah-Hwee; Srinivasan, Dipti; Miao, Chunyan; Trivedi, Anupam und Crockett, Keeley (Hrsg.): In: Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence (SSCI 2022), Piscataway: IEEE. S. 1268-1275

Sedlmeier, Andreas; Kölle, Michael; Müller, Robert ORCID logoORCID: https://orcid.org/0000-0003-3108-713X; Baudrexel, Leo und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2022): Quantifying Multimodality in World Models. 14th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, Vienna, Austria, 03. Februar 2022 - 05. Februar 2022. In: Proceedings of the 14th International Conference on Agents and Artificial Intelligence, Bd. 1 SciTePress. S. 367-374

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