![[höher]](/style/images/multi_up.png)
Eine Ebene höherGruppiert nach:
Dokumententyp
| Veröffentlichungsdatum
Anzahl der Publikationen: 35
Zeitschriftenartikel
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
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
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
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
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
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
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
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
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]
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; 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
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; 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
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
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
Konferenzbeitrag
Zielinski, Sebastian 
ORCID: https://orcid.org/0009-0000-0894-8996; Nüßlein, Jonas ORCID: https://orcid.org/0000-0001-7129-1237; Stein, Jonas ORCID: https://orcid.org/0000-0001-5727-9151; Gabor, Thomas ORCID: https://orcid.org/0000-0003-2048-8667 und Linnhoff-Popien, Claudia ORCID: 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
ORCID: https://orcid.org/0009-0000-0894-8996; Nüßlein, Jonas ORCID: https://orcid.org/0000-0001-7129-1237; Stein, Jonas ORCID: https://orcid.org/0000-0001-5727-9151; Gabor, Thomas ORCID: https://orcid.org/0000-0003-2048-8667 und Linnhoff-Popien, Claudia ORCID: 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: https://orcid.org/0000-0003-2048-8667; Zielinski, Sebastian ORCID: https://orcid.org/0009-0000-0894-8996; Henghuber, Sofie ORCID: https://orcid.org/0009-0008-8558-2869 und Linnhoff-Popien, Claudia ORCID: 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
ORCID: https://orcid.org/0000-0003-2048-8667; Zielinski, Sebastian ORCID: https://orcid.org/0009-0000-0894-8996; Henghuber, Sofie ORCID: https://orcid.org/0009-0008-8558-2869 und Linnhoff-Popien, Claudia ORCID: 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
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; 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
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; 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; 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
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
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
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
Ritz, Fabian ORCID: https://orcid.org/0000-0001-7707-1358; Phan, Thomy; Müller, Robert ORCID: 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
ORCID: https://orcid.org/0000-0001-7707-1358; Phan, Thomy; Müller, Robert ORCID: 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
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
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