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Gruppiert nach: Dokumententyp | Veröffentlichungsdatum
Springe zu: 2025 | 2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2016
Anzahl der Publikationen: 54

2025

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

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

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 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

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

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 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]

2024

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

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

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; 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

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

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

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

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

2023

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

Zielinski, Sebastian ORCID logoORCID: https://orcid.org/0009-0000-0894-8996; Nüßlein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-7129-1237; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; 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): Influence of Different 3SAT-to-QUBO Transformations on the Solution Quality of Quantum Annealing: A Benchmark Study. GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation, Lisbon Portugal, July 15 - 19, 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. 2263-2271

Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667; Zielinski, Sebastian ORCID logoORCID: https://orcid.org/0009-0000-0894-8996; Henghuber, Sofie ORCID logoORCID: https://orcid.org/0009-0008-8558-2869 und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2023): A Relative Approach to Comparative Performance Analysis for Quantum Optimization. GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation, Lisbon Portugal, July 15 - 19, 2023. Silva, Sara und Paquete, Luís (Hrsg.): In: GECCO '23 Companion : Proceedings of the Companion Conference on Genetic and Evolutionary Computation, New York, NY, United States: Association for Computing Machinery. S. 2211-2215

2022

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

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; 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

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

Nüßlein, Jonas; Gabor, Thomas; Linnhoff-Popien, Claudia und Feld, Sebastian (2022): Algorithmic QUBO formulations for k -SAT and hamiltonian cycles. GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, July 9 - 13, 2022. Fieldsend, Jonathan E. (Hrsg.): In: Proceedings of the Genetic and Evolutionary Computation Conference Companion, New York: Association for Computing Machinery. S. 2240-2246

Nüßlein, Jonas; Illium, Steffen; Müller, Robert; Gabor, Thomas und Linnhoff-Popien, Claudia (2022): Case-Based Inverse Reinforcement Learning Using Temporal Coherence. 30th International Conference on Case-Based Reasoning Research and Development (ICCBR 2022), Nancy, France, September 12–15, 2022. Keane, Mark T. und Wiratunga, Nirmalie (Hrsg.): In: Case-Based Reasoning Research and Development, Lecture Notes in Artificial Intelligence (LNAI) Bd. 13405 Cham: Springer. S. 304-317

Müller, Tobias; Schmid, Kyrill; Schuman, Daniëlle; Gabor, Thomas; Friedrich, Markus und Geitz, Marc (2022): Solving Large Steiner Tree Problems in Graphs for Cost-efficient Fiber-To-The-Home Network Expansion. 14th International Conference on Agents and Artificial Intelligence (ICAART), Online, 3. Feb. 2022 – 5. Feb. 2022. In: Proceedings of the 14th International Conference on Agents and Artificial Intelligence. Volume 3, Setúbal: SciTePress - Science and Technology Publications. S. 23-32

Illium, Steffen; Schillman, Thore; Müller, Robert; Gabor, Thomas und Linnhoff-Popien, Claudia (2022): Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks. 14th International Conference on Agents and Artificial Intelligence (ICAART 2022), Online, 3-5 February, 2022. In: Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 3, S. 308-315

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

Gabor, Thomas; Lachner, Michael; Kraus, Nico; Roch, Christoph; Stein, Jonas; Ratke, Daniel und Linnhoff-Popien, Claudia (2022): Modifying the quantum-assisted genetic algorithm. 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. 2205-2213

Gabor, Thomas; Rosenfeld, Marian Lingsch; Linnhoff-Popien, Claudia und Feld, Sebastian (2022): How to Approximate any Objective Function via Quadratic Unconstrained Binary Optimization. 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), Honolulu, HI, USA, 15-18 March 2022. In: 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), S. 1249-1257

Gabor, Thomas; Lingsch Rosenfeld, Marian und Linnhoff-Popien, Claudia (2022): Simple Quantum State Encodings for Hybrid Programming of Quantum Simulators. 19th International Conference on Software Architecture Companion (ICSA-C), Honolulu, HI, USA, 12-15 March 2022. In: 2022 IEEE 19th International Conference on Software Architecture Companion (ICSA-C), S. 170-173

2021

Gabor, Thomas; Phan, Thomy und Linnhoff-Popien, Claudia (2021): Productive fitness in diversity-aware evolutionary algorithms. In: Natural Computing, Bd. 20, Nr. 3: S. 363-376

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

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

2020

Roch, Christoph; Impertro, Alexander; Phan, Thomy; Gabor, Thomas; Feld, Sebastian und Linnhoff-Popien, Claudia (2020): Cross Entropy Hyperparameter Optimization for Constrained Problem Hamiltonians Applied to QAOA. In: 2020 International Conference on Rebooting Computing (Icrc 2020): S. 50-57

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]

Gabor, Thomas; Zielinski, Sebastian; Roch, Christoph; Feld, Sebastian und Linnhoff-Popien, Claudia (2020): The UQ Platform: A Unifed Approach To Quantum Annealing. In: 2020 5Th International Conference on Computer and Communication Systems (Icccs 2020): S. 115-119

Feld, Sebastian; Roch, Christoph; Gabor, Thomas; To, Xiao-Ting Michelle und Linnhoff-Popien, Claudia (2020): The Dynamic Time Warping Distance Measure as QUBO Formulation. In: 2020 5th International Conference on Computer and Communication Systems (ICCCS 2020): S. 946-950

Hubregtsen, Thomas; Segler, Christoph; Pichlmeier, Josef; Sarkar, Aritra; Gabor, Thomas und Bertels, Koen (2020): Integration and Evaluation of Quantum Accelerators for Data-Driven User Functions. In: Proceedings of the Twentyfirst International Symposium on Quality Electronic Design (Isqed 2020): S. 329-334

Sax, Irmi; Feld, Sebastian; Zielinski, Sebastian; Gabor, Thomas; Linnhoff-Popien, Claudia und Mauerer, Wolfgang (2020): Approximate Approximation on a Quantum Annealer. In: 17th ACM International Conference on Computing Frontiers 2020 (CF 2020): S. 108-117

Schmid, Kyrill; Belzner, Lenz; Phan, Thomy; Gabor, Thomas und Linnhoff-Popien, Claudia (2020): Multi-agent Reinforcement Learning for Bargaining under Risk and Asymmetric Information. In: Icaart: Proceedings of the 12Th International Conference on Agents and Artificial Intelligence, Vol 1: S. 144-151

Sedlmeier, Andreas; Gabor, Thomas; Phan, Thomy; Belzner, Lenz und Linnhoff-Popien, Claudia (2020): Uncertainty-based Out-of-Distribution Classification in Deep Reinforcement Learning. In: Icaart: Proceedings of the 12Th International Conference on Agents and Artificial Intelligence, Vol 2: S. 522-529

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

2019

Phan, Thomy; Schmid, Kyrill; Belzner, Lenz; Gabor, Thomas; Feld, Sebastian und Linnhoff-Popien, Claudia (2019): Distributed Policy Iteration for Scalable Approximation of Cooperative Multi-Agent Policies. In: Aamas '19: Proceedings of the 18Th International Conference on Autonomous Agents and Multiagent Systems: S. 2162-2164

Hahn, Carsten; Phan, Thomy; Gabor, Thomas; Belzner, Lenz und Linnhoff-Popien, Claudia (2019): Emergent Escape-based Flocking Behavior using Multi-Agent Reinforcement Learning. In: Alife 2019: the 2019 Conference on Artificial Life: S. 598-605

Gabor, Thomas; Illium, Steffen; Mattausch, Andy; Belzner, Lenz und Linnhoff-Popien, Claudia (2019): Self-Replication in Neural Networks. In: Alife 2019: the 2019 Conference on Artificial Life: S. 424-431

Friedrich, Markus; Fayolle, Pierre-Alain; Gabor, Thomas und Linnhoff-Popien, Claudia (2019): Optimizing Evolutionary CSG Tree Extraction. In: Proceedings of the 2019 Genetic and Evolutionary Computation Conference (Gecco'19): S. 1183-1191

Gabor, Thomas; Sedlmeier, Andreas; Kiermeier, Marie; Phan, Thomy; Henrich, Marcel; Pichlmair, Monika; Kempter, Bernhard; Klein, Cornel; Sauer, Horst; Schmid, Reiner und Wieghardt, Jan (2019): Scenario Co-Evolution for Reinforcement Learning on a Grid World Smart Factory Domain. In: Proceedings of the 2019 Genetic and Evolutionary Computation Conference (Gecco'19): S. 898-906

2018

Schmid, Kyrill; Belzner, Lenz; Gabor, Thomas und Phan, Thomy (2018): Action Markets in Deep Multi-Agent Reinforcement Learning. In: Artificial Neural Networks and Machine Learning - Icann 2018, Pt Ii, Bd. 11140: S. 240-249

Gabor, Thomas; Belzner, Lenz; Phan, Thomy und Schmid, Kyrill (2018): Preparing for the Unexpected: Diversity Improves Planning Resilience in Evolutionary Algorithms. In: 15Th Ieee International Conference on Autonomic Computing (Icac 2018): S. 131-140

2016

Gabor, Thomas; Belzner, Lenz; Kiermeier, Marie; Beck, Michael Till und Neitz, Alexander (2016): A Simulation-Based Architecture for Smart Cyber-Physical Systems. 2016 IEEE International Conference on Autonomic Computing (ICAC), Würzburg, Germany, July 18 - 22, 2016. IEEE Computer Soc.. S. 374-379

Belzner, Lenz; Beck, Michael Till; Gabor, Thomas; RoeIle, Harald und Sauer, Horst (2016): Software Engineering for Distributed Autonomous Real-Time Systems. SEsCPS '16, Austin, Texas, May 14 - 22, 2016. In: Proceedings of the 2nd International Workshop on Software Engineering for Smart Cyber-Physical Systems, New York, NY: Association for Computing Machinery. S. 54-57

Belzner, Lenz und Gabor, Thomas (2016): QoS-Aware Multi-Armed Bandits. 2016 IEEE 1st International Workshops on Foundations and Applications of Self* Systems (FAS*W), Augsburg, Germany, 12-16 Sept. 2016. IEEE Computer Soc.. S. 118-119

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