Lenz Belzner
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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
752016
Cloudaware: A context-adaptive middleware for mobile edge and cloud computing applications
G Orsini, D Bade, W Lamersdorf
2016 IEEE 1st International Workshops on Foundations and Applications of …, 2016
362016
Optimization of global production scheduling with deep reinforcement learning
B Waschneck, A Reichstaller, L Belzner, T Altenmüller, T Bauernhansl, ...
Procedia CIRP 72 (1), 1264-1269, 2018
302018
Reasoning (on) service component ensembles in rewriting logic
L Belzner, R De Nicola, A Vandin, M Wirsing
Specification, Algebra, and Software, 188-211, 2014
222014
Collective autonomic systems: Towards engineering principles and their foundations
L Belzner, M Hölzl, N Koch, M Wirsing
Transactions on Foundations for Mastering Change I, 180-200, 2016
122016
OnPlan: A framework for simulation-based online planning
L Belzner, R Hennicker, M Wirsing
Formal Aspects of Component Software, 1-30, 2015
122015
Time-adaptive cross entropy planning
L Belzner
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 254-259, 2016
82016
Deep reinforcement learning for semiconductor production scheduling
B Waschneck, A Reichstaller, L Belzner, T Altenmüller, T Bauernhansl, ...
2018 29th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC …, 2018
72018
Qualitative assessment of recurrent human motion
A Ebert, MT Beck, A Mattausch, L Belzner, C Linnhoff-Popien
2017 25th European Signal Processing Conference (EUSIPCO), 306-310, 2017
62017
Software engineering for distributed autonomous real-time systems
L Belzner, MT Beck, T Gabor, H Roelle, H Sauer
Proceedings of the 2nd International Workshop on Software Engineering for …, 2016
62016
Leveraging statistical multi-agent online planning with emergent value function approximation
T Phan, L Belzner, T Gabor, K Schmid
Proceedings of the 17th International Conference on Autonomous Agents and …, 2018
52018
Bayesian verification under model uncertainty
L Belzner, T Gabor
2017 IEEE/ACM 3rd International Workshop on Software Engineering for Smart …, 2017
52017
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
42018
Verifiable decisions in autonomous concurrent systems
L Belzner
International Conference on Coordination Languages and Models, 17-32, 2014
42014
Action programming in rewriting logic
L Belzner
TPLP 13 (4-5-Online-Supplement), 2013
42013
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
32018
Stacked Thompson Bandits
L Belzner, T Gabor
2017 IEEE/ACM 3rd International Workshop on Software Engineering for Smart …, 2017
32017
Memory Bounded Open-Loop Planning in Large POMDPs Using Thompson Sampling
T Phan, L Belzner, M Kiermeier, M Friedrich, K Schmid, C Linnhoff-Popien
Proceedings of the AAAI Conference on Artificial Intelligence 33, 7941-7948, 2019
22019
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
22019
The Sharer’s dilemma in collective adaptive systems of self-interested agents
L Belzner, K Schmid, T Phan, T Gabor, M Wirsing
International Symposium on Leveraging Applications of Formal Methods, 241-256, 2018
22018
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Artiklar 1–20