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Thomas Gabor
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A simulation-based architecture for smart cyber-physical systems
T Gabor, L Belzner, M Kiermeier, MT Beck, A Neitz
2016 IEEE International Conference on Autonomic Computing (ICAC), 374-379, 2016
2442016
A hybrid solution method for the capacitated vehicle routing problem using a quantum annealer
S Feld, C Roch, T Gabor, C Seidel, F Neukart, I Galter, W Mauerer, ...
ICT 6 (13), 10.3389, 2019
942019
Software engineering for smart cyber-physical systems: Challenges and promising solutions
T Bures, D Weyns, B Schmer, E Tovar, E Boden, T Gabor, ...
ACM SIGSOFT Software Engineering Notes 42 (2), 19-24, 2017
582017
Software engineering for smart cyber-physical systems--towards a research agenda: Report on the First International Workshop on Software Engineering for Smart CPS
T Bures, D Weyns, C Berger, S Biffl, M Daun, T Gabor, D Garlan, ...
ACM SIGSOFT Software Engineering Notes 40 (6), 28-32, 2015
392015
Reasoning and learning for awareness and adaptation
M Hölzl, T Gabor
Software Engineering for Collective Autonomic Systems: The ASCENS Approach …, 2015
322015
Approximate approximation on a quantum annealer
I Sax, S Feld, S Zielinski, T Gabor, C Linnhoff-Popien, W Mauerer
Proceedings of the 17th ACM International Conference on Computing Frontiers …, 2020
252020
Emergent escape-based flocking behavior using multi-agent reinforcement learning
C Hahn, T Phan, T Gabor, L Belzner, C Linnhoff-Popien
arXiv preprint arXiv:1905.04077, 2019
192019
Continuous collaboration: A case study on the development of an adaptive cyber-physical system
M Hölzl, T Gabor
2015 IEEE/ACM 1st International Workshop on Software Engineering for Smart …, 2015
192015
The holy grail of quantum artificial intelligence: Major challenges in accelerating the machine learning pipeline
T Gabor, L Sünkel, F Ritz, T Phan, L Belzner, C Roch, S Feld, ...
Proceedings of the IEEE/ACM 42nd International Conference on Software …, 2020
172020
Uncertainty-based out-of-distribution detection in deep reinforcement learning
A Sedlmeier, T Gabor, T Phan, L Belzner, C Linnhoff-Popien
arXiv preprint arXiv:1901.02219, 2019
162019
Leveraging statistical multi-agent online planning with emergent value function approximation
T Phan, L Belzner, T Gabor, K Schmid
arXiv preprint arXiv:1804.06311, 2018
162018
The scenario coevolution paradigm: Adaptive quality assurance for adaptive systems
T Gabor, A Sedlmeier, T Phan, F Ritz, M Kiermeier, L Belzner, B Kempter, ...
International Journal on Software Tools for Technology Transfer 22 (4), 457-476, 2020
142020
Uncertainty-based out-of-distribution classification in deep reinforcement learning
A Sedlmeier, T Gabor, T Phan, L Belzner, C Linnhoff-Popien
arXiv preprint arXiv:2001.00496, 2019
142019
Resilient multi-agent reinforcement learning with adversarial value decomposition
T Phan, L Belzner, T Gabor, A Sedlmeier, F Ritz, C Linnhoff-Popien
Proceedings of the AAAI Conference on Artificial Intelligence 35 (13), 11308 …, 2021
132021
Learning and testing resilience in cooperative multi-agent systems
T Phan, T Gabor, A Sedlmeier, F Ritz, B Kempter, C Klein, H Sauer, ...
Proceedings of the 19th International Conference on Autonomous Agents and …, 2020
132020
Preparing for the unexpected: Diversity improves planning resilience in evolutionary algorithms
T Gabor, L Belzner, T Phan, K Schmid
2018 IEEE international conference on autonomic computing (ICAC), 131-140, 2018
132018
Optimizing evolutionary CSG tree extraction
M Friedrich, PA Fayolle, T Gabor, C Linnhoff-Popien
Proceedings of the Genetic and Evolutionary Computation Conference, 1183-1191, 2019
112019
Action markets in deep multi-agent reinforcement learning
K Schmid, L Belzner, T Gabor, T Phan
Artificial Neural Networks and Machine Learning–ICANN 2018: 27th …, 2018
112018
Inheritance-based diversity measures for explicit convergence control in evolutionary algorithms
T Gabor, L Belzner, C Linnhoff-Popien
Proceedings of the Genetic and Evolutionary Computation Conference, 841-848, 2018
102018
Adapting quality assurance to adaptive systems: the scenario coevolution paradigm
T Gabor, M Kiermeier, A Sedlmeier, B Kempter, C Klein, H Sauer, ...
Leveraging Applications of Formal Methods, Verification and Validation …, 2018
92018
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