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Anzahl der Publikationen: 90

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]

Schneider, Matthias und Linnhoff-Popien, Claudia (5. Juli 2022): Quantencomputer für alle: Wie Münchner Forscher die Superrechenleistung zur Wirtschaft bringen. In: Münchner Merkur: S. 7

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

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

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

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

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

Friedrich, Markus; Illium, Steffen; Fayolle, Pierre-Alain und Linnhoff-Popien, Claudia (2020): A Hybrid Approach for Segmenting and Fitting Solid Primitives to 3D Point Clouds. In: Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Vol 1: Grapp: S. 38-48

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

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

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; 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

Phan, Thomy; Belzner, Lenz; Kiermeier, Marie; Friedrich, Markus; Schmid, Kyrill und Linnhoff-Popien, Claudia (2019): Memory Bounded Open-Loop Planning in Large POMDPs Using Thompson Sampling. In: Thirty-Third Aaai Conference on Artificial Intelligence / Thirty-First Innovative Applications of Artificial Intelligence Conference / Ninth Aaai Symposium on Educational Advances in Artificial Intelligence: S. 7941-7948

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

Marouane, Chadly; Gutschale, Robert und Linnhoff-Popien, Claudia (2018): Visual Odometry for Pedestrians Based on Orientation Attributes of SURF. In: Proceedings of Sai Intelligent Systems Conference (Intellisys) 2016, Vol 2, Bd. 16: S. 153-174

Linnhoff-Popien, Claudia und Verclas, Stephan (2010): Open Innovation: die T-Systems-LMU München Kooperation „Mobile Business Applications“. In: PIK - Praxis der Informationsverarbeitung und Kommunikation, Bd. 37, Nr. 1: S. 41-47 [PDF, 1MB]

Paper

Backofen, Rolf; Böck, August; Bry, François; Buckenmaier, Andreas; Clote, Peter; Gabriel, Wilfried; Grosschedl, Rudolf; Hegering, Heinz-Gerd; Hermann, Reinhold G.; Kriegel, Hans-Peter; Kahmann, Regine; Kröger, Fred; Linnhoff-Popien, Claudia; Mewes, Hans-Werner; Weiss, Elisabeth H. und Wirsing, Martin (1999): Positionspapier zum Ausbau der Bioinformatik an der Ludwig-Maximilians-Universität München. [PDF, 469kB]

Buchbeitrag

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

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

Berger, Benedikt ORCID logoORCID: https://orcid.org/0000-0001-8220-7686 und Hess, Thomas ORCID logoORCID: https://orcid.org/0000-0003-3969-7477 (2015): Die Konvergenz von Medien und Handel im Internet. In: Linnhoff-Popien, Claudia; Zaddach, Michael und Grahl, Andreas (Hrsg.): Marktplätze im Umbruch. Digitale Strategien für Services im Mobilen Internet. Heidelberg: Springer. S. 449-458

Picot, Arnold und Neuburger, Rahild (2015): Mobilitätskonzepte von morgen – Erwartungen der Nutzer und ihre Implikationen für zukünftige Marktstrukturen. In: Linnhoff-Popien, Claudia; Zadddach, Michael und Grahl, Andreas (Hrsg.): Marktplätze im Umbruch : Digitale Strategien für Services im Mobilen Internet. S. 613-624

Picot, Arnold und Janello, Christoph (2012): Mobile Kommunikation der nächsten Dekade. In: Verclas, Stephan und Linnhoff-Popien, Claudia (Hrsg.): Smart Mobile Apps – Mit Business-Apps ins Zeitalter mobiler Geschäftsprozesse. Berlin ; Heidelberg: Springer. S. 521-530

Hilkert, Daniel; Burkard, Christoph; Widjaja, Thomas; Hess, Thomas ORCID logoORCID: https://orcid.org/0000-0003-3969-7477 und Buxmann, Peter ORCID logoORCID: https://orcid.org/0000-0003-0235-4454 (2012): Plattformoffenheit – Implikationen für Anbieter von Mobile Business Apps. In: Verclas, Stephan und Linnhoff-Popien, Claudia (Hrsg.): Smart Mobile Apps. Mit Business-Apps ins Zeitalter mobiler Geschäftsprozesse. Heidelberg: Springer. S. 495-506

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

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

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

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; 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

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; 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]

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]

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; 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

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

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]

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

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

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

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; 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; 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; 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

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

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; 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

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

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; 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]

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

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

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

Altmann, Philipp; Ritz, Fabian ORCID logoORCID: 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

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

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

Roch, Christoph; Londono Castillo, Santiago und Linnhoff-Popien, Claudia (2022): A Grover based Quantum Algorithm for Finding Pure Nash Equilibria in Graphical Games. 19th International Conference on Software Architecture Companion (ICSA-C), Online, 12-15 March 2022. In: 2022 IEEE 19th International Conference on Software Architecture Companion (ICSA-C), Piscataway, NJ: IEEE. S. 147-151

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

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; 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

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

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

Friedrich, Markus; Illium, Steffen; Fayolle, Pierre-Alain und Linnhoff-Popien, Claudia (2022): CSG Tree Extraction from 3D Point Clouds and Meshes Using a Hybrid Approach. VISIGRAPP 2020, Virtual, February 6–8, 2022. De Sousa, A. Augusto (Hrsg.): In: Computer Vision, Imaging and Computer Graphics Theory and Applications 17th International Joint Conference, VISIGRAPP 2022, Virtual Event, February 6–8, 2022, Revised Selected Papers, Communications in Computer and Information Science Bd. 1474 Cham, Switzerland: Springer. S. 53-79

Müller, Robert; Illium, Steffen und Linnhoff-Popien, Claudia (2021): Deep Recurrent Interpolation Networks for Anomalous Sound Detection. 2021 International Joint Conference on Neural Networks (IJCNN), Shenzhen, China, 18-22 July 2021. In: 2021 International Joint Conference on Neural Networks (IJCNN), S. 1-7

Schmid, Kyrill; Müller, Robert; Belzner, Lenz; Tochtermann, Johannes und Linnhoff-Popien, Claudia (2021): Distributed Emergent Agreements with Deep Reinforcement Learning. 2021 International Joint Conference on Neural Networks (IJCNN), Shenzhen, China, 18-22 July 2021. In: 2021 International Joint Conference on Neural Networks (IJCNN), S. 1-8

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

Kiermeier, Marie; Werner, Martin; Linnhoff-Popien, Claudia; Sauer, Horst und Wieghardt, Jan (2017): Anomaly detection in self-organizing industrial systems using pathlets. 2017 IEEE International Conference on Industrial Technology (ICIT), Toronto, 22-25 March 2017. Institute of Electrical and Electronics Engineers (Hrsg.), In: 2017 IEEE International Conference on Industrial Technology (ICIT) : 22-25 March 2017, Piscataway, NJ: IEEE. S. 1226-1231

Kiermeier, Marie; Feld, Sebastian und Linnhoff-Popien, Claudia (2017): Root Cause Analysis for Global Anomalous Events in Self-Organizing Industrial Systems. IEEE 21st International Conference on Intelligent Engineering Systems, Larnaca, Cyprus, October 20-23, 2017. Szakál, Anikó (Hrsg.): In: INES 2017 : IEEE 21st International Conference on Intelligent Engineering Systems : proceedings : October 20-23, 2017, Larnaca, Cyprus, Piscataway, NJ: IEEE. S. 163-168

Schauer, Lorenz; Marcus, Philipp und Linnhoff-Popien, Claudia (2016): Towards Feasible Wi-Fi based Indoor Tracking Systems Using Probabilistic Methods. 2016 International Conference on Indoor Positioning and Indoor Navigation (IPIN), Alcalá de Henares, Madrid, Spain, 4-7 October 2016. IEEE Computer Society.

Marouane, Chadly; Ebert, Andre; Linnhoff-Popien, Claudia und Christil, Maximilian (2016): Step and activity detection based on the orientation and scale attributes of the SURF algorithm. 2016 International Conference on Indoor Positioning and Indoor Navigation (IPIN), Alcalá de Henares, Madrid, Spain, 4-7 October 2016. IEEE Computer Society.

Marouane, Chadly; Maier, Marco; Leupold, Alexander und Linnhoff-Popien, Claudia (2016): Visual Odometry using motion vectors from visual feature points. 2016 International Conference on Indoor Positioning and Indoor Navigation (IPIN), Alcalá de Henares, Madrid, Spain, 4-7 October 2016. IEEE Computer Soc..

Feld, Sebastian; Werner, Martin und Linnhoff-Popien, Claudia (2016): Approximated Environment Features with Application to Trajectory Annotation. 2016 IEEE Symposium Series on Computational Intelligence (SSCI), Athens, Greece, 6-9 December 2016. IEEE Computer Society.

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