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Anzahl der Publikationen: 21

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

Gabor, Thomas; Illium, Steffen; Zorn, Maximilian; Lenta, Cristian; Mattausch, Andy; Belzner, Lenz und Linnhoff-Popien, Claudia (2022): Self-Replication in Neural Networks. In: Artificial Life, Bd. 28, Nr. 2: S. 205-223

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

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; 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

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

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]

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; 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

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; 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

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; 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

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; 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

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]

Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Chamanian, Farbod ORCID logoORCID: https://orcid.org/0009-0002-3027-8241; Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Nüßlein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-7129-1237; Zielinski, Sebastian ORCID logoORCID: https://orcid.org/0009-0000-0894-8996 und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2023): Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA. GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation, Lisbon, Portugal, 15. - 19. Juli 2023. Silva, Sara und Paquete, Luís (Hrsg.): In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation, New York, NY, United States: Association for Computing Machinery. S. 2254-2262

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

Gabor, Thomas; Zorn, Maximilian und Linnhoff-Popien, Claudia (2022): The applicability of reinforcement learning for the automatic generation of state preparation circuits. GECCO '22, Genetic and Evolutionary Computation Conference, Boston Massachusetts, July 9 - 13, 2022. In: Proceedings of the Genetic and Evolutionary Computation Conference Companion, New York: Association for Computing Machinery. S. 2196-2204

Illium, Steffen; Zorn, Maximilian; Lenta, Cristian; Kolle, Michael; Linnhoff-Popien, Claudia und Gabor, Thomas (2022): Constructing Organism Networks from Collaborative Self-Replicators. 2022 IEEE Symposium Series on Computational Intelligence (SSCI), Singapore, Singapore, 04-07 December 2022. Ishibuchi, Hisao (Hrsg.): In: Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence (SSCI 2022), New York: IEEE. S. 1268-1275

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