Algorithmic QUBO formulations for k-SAT and hamiltonian cycles J Nüßlein, T Gabor, C Linnhoff-Popien, S Feld Proceedings of the genetic and evolutionary computation conference companion …, 2022 | 21 | 2022 |
Mapping quantum circuits to modular architectures with QUBO M Bandic, L Prielinger, J Nüßlein, A Ovide, S Rodrigo, S Abadal, ... 2023 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2023 | 18 | 2023 |
Attention-based recurrence for multi-agent reinforcement learning under stochastic partial observability T Phan, F Ritz, P Altmann, M Zorn, J Nüßlein, M Kölle, T Gabor, ... International Conference on Machine Learning, 27840-27853, 2023 | 9 | 2023 |
Solving (max) 3-SAT via quadratic unconstrained binary optimization J Nüßlein, S Zielinski, T Gabor, C Linnhoff-Popien, S Feld International Conference on Computational Science, 34-47, 2023 | 9 | 2023 |
Black box optimization using qubo and the cross entropy method J Nüßlein, C Roch, T Gabor, J Stein, C Linnhoff-Popien, S Feld International Conference on Computational Science, 48-55, 2023 | 9 | 2023 |
Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA J Stein, F Chamanian, M Zorn, J Nüßlein, S Zielinski, M Kölle, ... Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023 | 8 | 2023 |
The effect of penalty factors of constrained Hamiltonians on the eigenspectrum in quantum annealing C Roch, D Ratke, J Nüßlein, T Gabor, S Feld ACM Transactions on Quantum Computing 4 (2), 1-18, 2023 | 7 | 2023 |
Dynamic Price Incentivization for Carbon Emission Reduction using Quantum Optimization D Bucher, J Nüßlein, C O'Meara, I Angelov, B Wimmer, K Ghosh, ... arXiv preprint arXiv:2309.05502, 2023 | 6 | 2023 |
Influence of different 3sat-to-qubo transformations on the solution quality of quantum annealing: A benchmark study S Zielinski, J Nüßlein, J Stein, T Gabor, C Linnhoff-Popien, S Feld Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023 | 6 | 2023 |
Pattern QUBOs: Algorithmic construction of 3SAT-to-QUBO transformations S Zielinski, J Nüßlein, J Stein, T Gabor, C Linnhoff-Popien, S Feld Electronics 12 (16), 3492, 2023 | 4 | 2023 |
NISQ-ready community detection based on separation-node identification J Stein, D Ott, J Nüßlein, D Bucher, M Schönfeld, S Feld Mathematics 11 (15), 3323, 2023 | 4 | 2023 |
Exploring unsupervised anomaly detection with quantum boltzmann machines in fraud detection J Stein, D Schuman, M Benkard, T Holger, W Sajko, M Kölle, J Nüßlein, ... arXiv preprint arXiv:2306.04998, 2023 | 4 | 2023 |
Incentivising Demand Side Response through Discount Scheduling using Hybrid Quantum Optimization D Bucher, J Nüßlein, C O'Meara, I Angelov, B Wimmer, K Ghosh, ... IEEE Transactions on Quantum Engineering, 2024 | 3 | 2024 |
Quantum Optimization for the Future Energy Grid: Summary and Quantum Utility Prospects J Blenninger, D Bucher, G Cortiana, K Ghosh, N Mohseni, J Nüßlein, ... arXiv preprint arXiv:2403.17495, 2024 | 3 | 2024 |
Multi-Agent Quantum Reinforcement Learning using Evolutionary Optimization M Kölle, F Topp, T Phan, P Altmann, J Nüßlein, C Linnhoff-Popien arXiv preprint arXiv:2311.05546, 2023 | 3 | 2023 |
Sampling problems on a Quantum Computer MB Mansky, J Nüßlein, D Bucher, D Schuman, S Zielinski, ... 2023 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2023 | 3 | 2023 |
CROP: towards distributional-shift robust reinforcement learning using compact reshaped observation processing P Altmann, F Ritz, L Feuchtinger, J Nüßlein, C Linnhoff-Popien, T Phan arXiv preprint arXiv:2304.13616, 2023 | 3 | 2023 |
A Competitive Showcase of Quantum versus Classical Algorithms in Energy Coalition Formation N Mohseni, T Morstyn, CO Meara, D Bucher, J Nüßlein, G Cortiana arXiv preprint arXiv:2405.11917, 2024 | 2 | 2024 |
Attention-Based Recurrency for Multi-Agent Reinforcement Learning under State Uncertainty. T Phan, F Ritz, J Nüßlein, M Kölle, T Gabor, C Linnhoff-Popien AAMAS, 2839-2841, 2023 | 2 | 2023 |
Emergent cooperation from mutual acknowledgment exchange in multi-agent reinforcement learning T Phan, F Sommer, F Ritz, P Altmann, J Nüßlein, M Kölle, L Belzner, ... Autonomous Agents and Multi-Agent Systems 38 (2), 34, 2024 | 1 | 2024 |