Michael K\"olle

Identifiers

• name variant Michael K\"olle 0.60 · backfill

Papers (47)

1. Quantum Architecture Search for Solving Quantum Machine Learning Tasks quant-ph · 2025 · author #1
2. Investigating the Lottery Ticket Hypothesis for Variational Quantum Circuits quant-ph · 2025 · author #1
3. Quantum Circuit Construction and Optimization through Hybrid Evolutionary Algorithms quant-ph · 2025 · author #3
4. Quality Diversity for Variational Quantum Circuit Optimization quant-ph · 2025 · author #5
5. Evaluating Parameter-Based Training Performance of Neural Networks and Variational Quantum Circuits quant-ph · 2025 · author #1
6. Evaluating Mutation Techniques in Genetic Algorithm-Based Quantum Circuit Synthesis quant-ph · 2025 · author #1
7. Accelerated VQE: Parameter Recycling for Similar Recurring Problem Instances quant-ph · 2025 · author #3
8. Investigating Parameter-Efficiency of Hybrid QuGANs Based on Geometric Properties of Generated Sea Route Graphs cs.LG · 2025 · author #3
9. Optimization of Link Configuration for Satellite Communication Using Reinforcement Learning cs.AI · 2025 · author #2
10. PIMAEX: Multi-Agent Exploration through Peer Incentivization cs.MA · 2025 · author #1
11. Coconut Palm Tree Counting on Drone Images with Deep Object Detection and Synthetic Training Data cs.CV · 2024 · author #3
12. Solving Max-3SAT Using QUBO Approximation quant-ph · 2024 · author #3
13. Sequential Hamiltonian Assembly: Enhancing the training of combinatorial optimization problems on quantum computers quant-ph · 2024 · author #4
14. Optimizing Variational Quantum Circuits Using Metaheuristic Strategies in Reinforcement Learning quant-ph · 2024 · author #1
15. Efficient Quantum One-Class Support Vector Machines for Anomaly Detection Using Randomized Measurements and Variable Subsampling cs.LG · 2024 · author #1
16. Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization quant-ph · 2024 · author #1
17. From Problem to Solution: A general Pipeline to Solve Optimisation Problems on Quantum Hardware quant-ph · 2024 · author #3
18. A Study on Optimization Techniques for Variational Quantum Circuits in Reinforcement Learning quant-ph · 2024 · author #1
19. Qandle: Accelerating State Vector Simulation Using Gate-Matrix Caching and Circuit Splitting quant-ph · 2024 · author #3
20. MEDIATE: Mutually Endorsed Distributed Incentive Acknowledgment Token Exchange cs.MA · 2024 · author #3
21. Towards Federated Learning on the Quantum Internet quant-ph · 2024 · author #2
22. Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics through Multi-Agent Reinforcement Learning Algorithms cs.AI · 2024 · author #1
23. A Reinforcement Learning Environment for Directed Quantum Circuit Synthesis quant-ph · 2024 · author #1
24. Quantum Denoising Diffusion Models quant-ph · 2024 · author #1
25. Quantum Advantage Actor-Critic for Reinforcement Learning quant-ph · 2024 · author #1
26. ClusterComm: Discrete Communication in Decentralized MARL using Internal Representation Clustering cs.AI · 2024 · author #4
27. Challenges for Reinforcement Learning in Quantum Circuit Design quant-ph · 2023 · author #3
28. Towards Efficient Quantum Anomaly Detection: One-Class SVMs using Variable Subsampling and Randomized Measurements quant-ph · 2023 · author #1
29. Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly quant-ph · 2023 · author #5
30. Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures quant-ph · 2023 · author #1
31. Multi-Agent Quantum Reinforcement Learning using Evolutionary Optimization quant-ph · 2023 · author #1
32. Efficient and Accurate Tree Detection from 3D Point Clouds through Paid Crowdsourcing cs.IR · 2023 · author #1
33. Improving Primate Sounds Classification using Binary Presorting for Deep Learning cs.SD · 2023 · author #1
34. Weight Re-Mapping for Variational Quantum Algorithms quant-ph · 2023 · author #1
35. Introducing Reduced-Width QNNs, an AI-inspired Ansatz Design Pattern quant-ph · 2023 · author #7
36. Benchmarking Quantum Surrogate Models on Scarce and Noisy Data quant-ph · 2023 · author #6
37. Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection quant-ph · 2023 · author #6
38. Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA quant-ph · 2023 · author #6
39. Compression of GPS Trajectories using Autoencoders cs.LG · 2023 · author #1
40. Learning to Participate through Trading of Reward Shares cs.MA · 2023 · author #1
41. Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability cs.MA · 2023 · author #6
42. Improving Convergence for Quantum Variational Classifiers using Weight Re-Mapping quant-ph · 2022 · author #1
43. Constructing Organism Networks from Collaborative Self-Replicators cs.NE · 2022 · author #4
44. VoronoiPatches: Evaluating A New Data Augmentation Method cs.CV · 2022 · author #3
45. Decentralized scheduling through an adaptive, trading-based multi-agent system cs.AI · 2022 · author #1
46. Quantifying Multimodality in World Models cs.LG · 2021 · author #2
47. The Hessigheim 3D (H3D) Benchmark on Semantic Segmentation of High-Resolution 3D Point Clouds and Textured Meshes from UAV LiDAR and Multi-View-Stereo cs.CV · 2021 · author #1

Mentions

• 2509.11198 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2509.11190 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2501.08678 #3 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2501.08220 #2 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2406.19876 #3 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2401.07043 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2504.17561 #3 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2504.08459 #5 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2504.07273 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2504.06413 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2503.22590 #3 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2501.01266 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2311.05546 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2412.11949 #3 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2409.15891 #3 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2408.04751 #4 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2312.11337 #3 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2408.01187 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2407.20753 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2407.20739 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2405.12354 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2404.09213 #3 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2404.03431 #3 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2312.05552 #5 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2306.05047 #7 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2306.05042 #6 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2306.04998 #6 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2402.09902 #2 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2401.07056 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2401.07054 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2401.07049 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2311.05559 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2401.03504 #4 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2301.01649 #6 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2312.09174 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2308.14499 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2305.03390 #6 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2306.16054 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2306.05776 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2212.10078 #4 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2212.14807 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2301.07420 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2301.07416 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2212.10054 #3 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2207.11172 #1 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2112.07263 #2 · arxiv_oai · confidence 0.70 Michael K\"olle
• 2102.05346 #1 · arxiv_oai · confidence 0.70 Michael K\"olle

Frequent Coauthors

• Claudia Linnhoff-Popien 39 shared papers
• Philipp Altmann 20 shared papers
• Jonas Stein 19 shared papers
• Maximilian Zorn 15 shared papers
• Jonas N\"u{\ss}lein 11 shared papers
• Tobias Rohe 11 shared papers
• Thomas Gabor 10 shared papers
• Leo S\"unkel 7 shared papers
• Thomy Phan 7 shared papers
• Gerhard Stenzel 6 shared papers
• Robert M\"uller 6 shared papers
• Sebastian Zielinski 5 shared papers
• Steffen Illium 5 shared papers
• Maximilian Balthasar Mansky 4 shared papers
• Dani\"elle Schuman 3 shared papers
• Fabian Ritz 3 shared papers
• Julian Hager 3 shared papers
• Afrae Ahouzi 2 shared papers
• Alessandro Giovagnoli 2 shared papers
• Felix Topp 2 shared papers