Michael Kölle

101 papers A* 1A 4C 1Misc 5Journal 47Unranked 43
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Adaptive Purification Controller for Quantum Networks: Dynamic Protocol Selection and Multipartite Distillation.
CoRR
Pranav Kulkarni, Leo Sünkel, Michael Kölle
2026 J jnl
Emergent Cooperation in Quantum Multi-Agent Reinforcement Learning Using Communication.
CoRR
Michael Kölle, Christian Reff, Leo Sünkel, Julian Hager, Gerhard Stenzel, Claudia Linnhoff-Popien
2026 — conf
Illustration of Barren Plateaus in Quantum Computing.
ICAART (1)
Gerhard Stenzel, Tobias Rohe, Michael Kölle, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien
2026 J jnl
Illustration of Barren Plateaus in Quantum Computing.
CoRR
Gerhard Stenzel, Tobias Rohe, Michael Kölle, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien
2026 — conf
Investigating the Lottery Ticket Hypothesis for Variational Quantum Circuits.
ICAART (3)
Michael Kölle, Leonhard Klingert, Julian Schönberger, Philipp Altmann, Tobias Rohe, Claudia Linnhoff-Popien
2026 — conf
Quantum Architecture Search for Solving Quantum Machine Learning Tasks.
ICAART (2)
Michael Kölle, Simon Salfer, Tobias Rohe, Philipp Altmann, Claudia Linnhoff-Popien
2026 — conf
Quantum King-Ring Domination in Chess: A QAOA Approach.
ICAART (2)
Gerhard Stenzel, Michael Kölle, Tobias Rohe, Julian Hager, Leo Sünkel, Maximilian Zorn, Claudia Linnhoff-Popien
2026 J jnl
Quantum King-Ring Domination in Chess: A QAOA Approach.
CoRR
Gerhard Stenzel, Michael Kölle, Tobias Rohe, Julian Hager, Leo Sünkel, Maximilian Zorn, Claudia Linnhoff-Popien
2026 — conf
Reinforcement Learning for Parameterized Quantum State Preparation: A Comparative Study.
ICAART (4)
Gerhard Stenzel, Michael Kölle, Tobias Rohe, Leo Sünkel, Julian Hager, Claudia Linnhoff-Popien
2026 J jnl
Reinforcement Learning for Parameterized Quantum State Preparation: A Comparative Study.
CoRR
Gerhard Stenzel, Isabella Debelic, Michael Kölle, Tobias Rohe, Leo Sünkel, Julian Hager, Claudia Linnhoff-Popien
2025 — conf
A General Genetic Algorithm Using Natural Language Evolutionary Operators.
GECCO Companion
Gerhard Stenzel, Sarah Gerner, Michael Kölle, Maximilian Zorn, Thomas Gabor
2025 C conf
Accelerated VQE: Parameter Recycling for Similar Recurring Problem Instances.
I4CS
Tobias Rohe, Maximilian Balthasar Mansky, Michael Kölle, Jonas Stein, Leo Sünkel, Claudia Linnhoff-Popien
2025 — conf
Coconut Palm Tree Counting on Drone Images with Deep Object Detection and Synthetic Training Data.
ICAART (3)
Tobias Rohe, Barbara Böhm, Michael Kölle, Jonas Stein, Robert Müller, Claudia Linnhoff-Popien
2025 J jnl
Correction: Discriminative reward co-training.
Neural Comput. Appl.
Philipp Altmann, Fabian Ritz, Maximilian Zorn, Michael Kölle, Thomy Phan, Thomas Gabor, Claudia Linnhoff-Popien
2025 J jnl
Discriminative reward co-training.
Neural Comput. Appl.
Philipp Altmann, Fabian Ritz, Maximilian Zorn, Michael Kölle, Thomy Phan, Thomas Gabor, Claudia Linnhoff-Popien
2025 J jnl
Evaluating Mutation Techniques in Genetic Algorithm-Based Quantum Circuit Synthesis.
CoRR
Michael Kölle, Tom Bintener, Maximilian Zorn, Gerhard Stenzel, Leo Sünkel, Thomas Gabor, Claudia Linnhoff-Popien
2025 A conf
Evaluating Mutation Techniques in Genetic-Algorithm-Based Quantum Circuit Synthesis.
GECCO
Michael Kölle, Tom Bintener, Maximilian Zorn, Gerhard Stenzel, Leo Sünkel, Thomas Gabor, Claudia Linnhoff-Popien
2025 — conf
Evaluating Parameter-Based Training Performance of Neural Networks and Variational Quantum Circuits.
ICCS (4)
Michael Kölle, Alexander Feist, Jonas Stein, Sebastian Wölckert, Claudia Linnhoff-Popien
2025 J jnl
Evaluating Parameter-Based Training Performance of Neural Networks and Variational Quantum Circuits.
CoRR
Michael Kölle, Alexander Feist, Jonas Stein, Sebastian Wölckert, Claudia Linnhoff-Popien
2025 — conf
From Problem to Solution: A General Pipeline to Solve Optimisation Problems on Quantum Hardware.
FICC (3)
Tobias Rohe, Simon Grätz, Michael Kölle, Sebastian Zielinski, Jonas Stein, Claudia Linnhoff-Popien
2025 — conf
Investigating Parameter-Efficiency of Hybrid QuGANs Based on Geometric Properties of Generated Sea Route Graphs.
ICAART (1)
Tobias Rohe, Florian Burger, Michael Kölle, Sebastian Wölckert, Maximilian Zorn, Claudia Linnhoff-Popien
2025 J jnl
Investigating Parameter-Efficiency of Hybrid QuGANs Based on Geometric Properties of Generated Sea Route Graphs.
CoRR
Tobias Rohe, Florian Burger, Michael Kölle, Sebastian Wölckert, Maximilian Zorn, Claudia Linnhoff-Popien
2025 J jnl
Investigating the Lottery Ticket Hypothesis for Variational Quantum Circuits.
CoRR
Michael Kölle, Leonhard Klingert, Julian Schönberger, Philipp Altmann, Tobias Rohe, Claudia Linnhoff-Popien
2025 — conf
MEDIATE: Mutually Endorsed Distributed Incentive Acknowledgment Token Exchange.
ICAART (1)
Philipp Altmann, Katharina Winter, Michael Kölle, Maximilian Zorn, Claudia Linnhoff-Popien
2025 — conf
Optimization of Link Configuration for Satellite Communication Using Reinforcement Learning.
ICAART (2)
Tobias Rohe, Michael Kölle, Jan Matheis, Rüdiger Höpfl, Leo Sünkel, Claudia Linnhoff-Popien
2025 J jnl
Optimization of Link Configuration for Satellite Communication Using Reinforcement Learning.
CoRR
Tobias Rohe, Michael Kölle, Jan Matheis, Rüdiger Höpfl, Leo Sünkel, Claudia Linnhoff-Popien
2025 — conf
PIMAEX: Multi-Agent Exploration Through Peer Incentivization.
ICAART (1)
Michael Kölle, Johannes Tochtermann, Julian Schönberger, Gerhard Stenzel, Philipp Altmann, Claudia Linnhoff-Popien
2025 J jnl
PIMAEX: Multi-Agent Exploration through Peer Incentivization.
CoRR
Michael Kölle, Johannes Tochtermann, Julian Schönberger, Gerhard Stenzel, Philipp Altmann, Claudia Linnhoff-Popien
2025 — conf
QMamba: Quantum Selective State Space Models for Text Generation.
ICAART (1)
Gerhard Stenzel, Michael Kölle, Tobias Rohe, Maximilian Balthasar Mansky, Jonas Nüßlein, Thomas Gabor
2025 — conf
Qandle: Accelerating State Vector Simulation Using Gate-Matrix Caching and Circuit Splitting.
ICAART (1)
Gerhard Stenzel, Sebastian Zielinski, Michael Kölle, Philipp Altmann, Jonas Nüßlein, Thomas Gabor
2025 J jnl
Quantum Architecture Search for Solving Quantum Machine Learning Tasks.
CoRR
Michael Kölle, Simon Salfer, Tobias Rohe, Philipp Altmann, Claudia Linnhoff-Popien
2025 A conf
Quantum Circuit Construction and Optimization through Hybrid Evolutionary Algorithms.
GECCO
Leo Sünkel, Philipp Altmann, Michael Kölle, Gerhard Stenzel, Thomas Gabor, Claudia Linnhoff-Popien
2024 — conf
A Reinforcement Learning Environment for Directed Quantum Circuit Synthesis.
ICAART (1)
Michael Kölle, Tom Schubert, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
2024 J jnl
A Reinforcement Learning Environment for Directed Quantum Circuit Synthesis.
CoRR
Michael Kölle, Tom Schubert, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
2024 — conf
A Study on Optimization Techniques for Variational Quantum Circuits in Reinforcement Learning.
QSW
Michael Kölle, Timo Witter, Tobias Rohe, Gerhard Stenzel, Philipp Altmann, Thomas Gabor
2024 J jnl
A Study on Optimization Techniques for Variational Quantum Circuits in Reinforcement Learning.
CoRR
Michael Kölle, Timo Witter, Tobias Rohe, Gerhard Stenzel, Philipp Altmann, Thomas Gabor
2024 — conf
Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics Through Multi-Agent Reinforcement Learning Algorithms.
ICAART (1)
Michael Kölle, Yannick Erpelding, Fabian Ritz, Thomy Phan, Steffen Illium, Claudia Linnhoff-Popien
2024 J jnl
Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics through Multi-Agent Reinforcement Learning Algorithms.
CoRR
Michael Kölle, Yannick Erpelding, Fabian Ritz, Thomy Phan, Steffen Illium, Claudia Linnhoff-Popien
2024 — conf
Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization.
ICAART (Revised Selected Paper, 1)
Michael Kölle, Karola Schneider, Sabrina Egger, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nüßlein, Claudia Linnhoff-Popien
2024 J jnl
Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization.
CoRR
Michael Kölle, Karola Schneider, Sabrina Egger, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nüßlein, Claudia Linnhoff-Popien
2024 — conf
Benchmarking Quantum Surrogate Models on Scarce and Noisy Data.
ICAART (3)
Jonas Stein, Michael Poppel, Philip Adamczyk, Ramona Fabry, Zixin Wu, Michael Kölle, Jonas Nüßlein, Daniëlle Schuman, Philipp Altmann, Thomas Ehmer, Vijay Narasimhan, Claudia Linnhoff-Popien
2024 Misc conf
Challenges for Reinforcement Learning in Quantum Circuit Design.
QCE
Philipp Altmann, Jonas Stein, Michael Kölle, Adelina Bärligea, Maximilian Zorn, Thomas Gabor, Thomy Phan, Sebastian Feld, Claudia Linnhoff-Popien
2024 — conf
ClusterComm: Discrete Communication in Decentralized MARL Using Internal Representation Clustering.
ICAART (1)
Robert Müller, Hasan Turalic, Thomy Phan, Michael Kölle, Jonas Nüßlein, Claudia Linnhoff-Popien
2024 J jnl
ClusterComm: Discrete Communication in Decentralized MARL using Internal Representation Clustering.
CoRR
Robert Müller, Hasan Turalic, Thomy Phan, Michael Kölle, Jonas Nüßlein, Claudia Linnhoff-Popien
2024 J jnl
Coconut Palm Tree Counting on Drone Images with Deep Object Detection and Synthetic Training Data.
CoRR
Tobias Rohe, Barbara Böhm, Michael Kölle, Jonas Stein, Robert Müller, Claudia Linnhoff-Popien
2024 Misc conf
Cohesive Quantum Circuit Layer Construction with Reinforcement Learning.
QCE
Maximilian Zorn, Jonas Stein, Philipp Altmann, Michael Kölle, Claudia Linnhoff-Popien, Thomas Gabor
2024 — conf
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures.
ICAART (3)
Michael Kölle, Jonas Maurer, Philipp Altmann, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien
2024 J jnl
Efficient Quantum One-Class Support Vector Machines for Anomaly Detection Using Randomized Measurements and Variable Subsampling.
CoRR
Michael Kölle, Afrae Ahouzi, Pascal Debus, Elif Çetiner, Robert Müller, Daniëlle Schuman, Claudia Linnhoff-Popien
2024 J jnl
Emergent cooperation from mutual acknowledgment exchange in multi-agent reinforcement learning.
Auton. Agents Multi Agent Syst.
Thomy Phan, Felix Sommer, Fabian Ritz, Philipp Altmann, Jonas Nüßlein, Michael Kölle, Lenz Belzner, Claudia Linnhoff-Popien
2024 — conf
Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection.
ICAART (2)
Jonas Stein, Daniëlle Schuman, Magdalena Benkard, Thomas Holger, Wanja Sajko, Michael Kölle, Jonas Nüßlein, Leo Sünkel, Olivier Salomon, Claudia Linnhoff-Popien
2024 — conf
Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly.
ICAART (2)
Jonas Stein, Navid Roshani, Maximilian Zorn, Philipp Altmann, Michael Kölle, Claudia Linnhoff-Popien
2024 — conf
Introducing Reduced-Width QNNs, an AI-Inspired Ansatz Design Pattern.
ICAART (3)
Jonas Stein, Tobias Rohe, Francesco Nappi, Julian Hager, David Bucher, Maximilian Zorn, Michael Kölle, Claudia Linnhoff-Popien
2024 J jnl
MEDIATE: Mutually Endorsed Distributed Incentive Acknowledgment Token Exchange.
CoRR
Philipp Altmann, Katharina Winter, Michael Kölle, Maximilian Zorn, Thomy Phan, Claudia Linnhoff-Popien
2024 — conf
Multi-Agent Quantum Reinforcement Learning Using Evolutionary Optimization.
ICAART (1)
Michael Kölle, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nüßlein, Claudia Linnhoff-Popien
2024 Misc conf
On the Quantum Impact in Hybrid Classical-Quantum Transfer Learning.
QCE
Leo Sünkel, Philipp Altmann, Michael Kölle, Thomas Gabor
2024 Misc conf
Optimizing Variational Quantum Circuits Using Metaheuristic Strategies in Reinforcement Learning.
QCE
Michael Kölle, Daniel Seidl, Maximilian Zorn, Philipp Altmann, Jonas Stein, Thomas Gabor
2024 J jnl
Optimizing Variational Quantum Circuits Using Metaheuristic Strategies in Reinforcement Learning.
CoRR
Michael Kölle, Daniel Seidl, Maximilian Zorn, Philipp Altmann, Jonas Stein, Thomas Gabor
2024 J jnl
Qandle: Accelerating State Vector Simulation Using Gate-Matrix Caching and Circuit Splitting.
CoRR
Gerhard Stenzel, Sebastian Zielinski, Michael Kölle, Philipp Altmann, Jonas Nüßlein, Thomas Gabor
2024 — conf
Quantum Advantage Actor-Critic for Reinforcement Learning.
ICAART (1)
Michael Kölle, Mohamad Hgog, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
2024 J jnl
Quantum Advantage Actor-Critic for Reinforcement Learning.
CoRR
Michael Kölle, Mohamad Hgog, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
2024 A conf
Quantum Circuit Design: A Reinforcement Learning Challenge.
AAMAS
Philipp Altmann, Adelina Bärligea, Jonas Stein, Michael Kölle, Thomas Gabor, Thomy Phan, Claudia Linnhoff-Popien
2024 — conf
Quantum Denoising Diffusion Models.
QSW
Michael Kölle, Gerhard Stenzel, Jonas Stein, Sebastian Zielinski, Björn Ommer, Claudia Linnhoff-Popien
2024 J jnl
Quantum Denoising Diffusion Models.
CoRR
Michael Kölle, Gerhard Stenzel, Jonas Stein, Sebastian Zielinski, Björn Ommer, Claudia Linnhoff-Popien
2024 — conf
Quantum Federated Learning for Image Classification.
ICAART (3)
Leo Sünkel, Philipp Altmann, Michael Kölle, Thomas Gabor
2024 — conf
Quantum Transfer Learning: The Impact of Classical Preprocessing.
ICAART (Revised Selected Paper, 1)
Michael Kölle, Jonas Maurer, Philipp Altmann, Leo Sünkel, Jonas Stein, Julian Hager, Sebastian Zielinski, Claudia Linnhoff-Popien
2024 — conf
SEGym: Optimizing Large Language Model Assisted Software Engineering Agents with Reinforcement Learning.
AISoLA
Gerhard Stenzel, Kyrill Schmid, Michael Kölle, Philipp Altmann, Marian Lingsch Rosenfeld, Maximilian Zorn, Tim Bücher, Thomas Gabor, Martin Wirsing, Lenz Belzner
2024 — conf
Sequential Hamiltonian Assembly: Enhancing the Training of Combinatorial Optimization Problems on Quantum Computers.
ICAART (Revised Selected Paper, 1)
Navid Roshani, Jonas Stein, Maximilian Zorn, Michael Kölle, Philipp Altmann, Claudia Linnhoff-Popien
2024 J jnl
Sequential Hamiltonian Assembly: Enhancing the training of combinatorial optimization problems on quantum computers.
CoRR
Navid Roshani, Jonas Stein, Maximilian Zorn, Michael Kölle, Philipp Altmann, Claudia Linnhoff-Popien
2024 Misc conf
Solving Max-3SAT Using QUBO Approximation.
QCE
Sebastian Zielinski, Jonas Nüßlein, Michael Kölle, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
2024 — conf
Towards Efficient Quantum Anomaly Detection: One-Class SVMs Using Variable Subsampling and Randomized Measurements.
ICAART (2)
Michael Kölle, Afrae Ahouzi, Pascal Debus, Robert Müller, Daniëlle Schuman, Claudia Linnhoff-Popien
2024 — conf
Towards Federated Learning on the Quantum Internet.
ICCS (6)
Leo Sünkel, Michael Kölle, Tobias Rohe, Thomas Gabor
2023 A* conf
Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability.
ICML
Thomy Phan, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Nüßlein, Michael Kölle, Thomas Gabor, Claudia Linnhoff-Popien
2023 A conf
Attention-Based Recurrency for Multi-Agent Reinforcement Learning under State Uncertainty.
AAMAS
Thomy Phan, Fabian Ritz, Jonas Nüßlein, Michael Kölle, Thomas Gabor, Claudia Linnhoff-Popien
2023 J jnl
Attention-Based Recurrency for Multi-Agent Reinforcement Learning under State Uncertainty.
CoRR
Thomy Phan, Fabian Ritz, Jonas Nüßlein, Michael Kölle, Thomas Gabor, Claudia Linnhoff-Popien
2023 J jnl
Challenges for Reinforcement Learning in Quantum Computing.
CoRR
Philipp Altmann, Adelina Bärligea, Jonas Stein, Michael Kölle, Thomas Gabor, Thomy Phan, Claudia Linnhoff-Popien
2023 — conf
Compression of GPS Trajectories Using Autoencoders.
ICAART (3)
Michael Kölle, Steffen Illium, Carsten Hahn, Lorenz Schauer, Johannes Hutter, Claudia Linnhoff-Popien
2023 J jnl
Compression of GPS Trajectories using Autoencoders.
CoRR
Michael Kölle, Steffen Illium, Carsten Hahn, Lorenz Schauer, Johannes Hutter, Claudia Linnhoff-Popien
2023 J jnl
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures.
CoRR
Michael Kölle, Jonas Maurer, Philipp Altmann, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien
2023 — conf
Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA.
GECCO Companion
Jonas Stein, Farbod Chamanian, Maximilian Zorn, Jonas Nüßlein, Sebastian Zielinski, Michael Kölle, Claudia Linnhoff-Popien
2023 J jnl
Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA.
CoRR
Jonas Stein, Farbod Chamanian, Maximilian Zorn, Jonas Nüßlein, Sebastian Zielinski, Michael Kölle, Claudia Linnhoff-Popien
2023 J jnl
Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection.
CoRR
Jonas Stein, Daniëlle Schuman, Magdalena Benkard, Thomas Holger, Wanja Sajko, Michael Kölle, Jonas Nüßlein, Leo Sünkel, Olivier Salomon, Claudia Linnhoff-Popien
2023 — conf
Improving Convergence for Quantum Variational Classifiers Using Weight Re-Mapping.
ICAART (2)
Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Claudia Linnhoff-Popien
2023 J jnl
Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly.
CoRR
Jonas Stein, Navid Roshani, Maximilian Zorn, Philipp Altmann, Michael Kölle, Claudia Linnhoff-Popien
2023 — conf
Improving Primate Sounds Classification Using Binary Presorting for Deep Learning.
DeLTA
Michael Kölle, Steffen Illium, Maximilian Zorn, Jonas Nüßlein, Patrick Suchostawski, Claudia Linnhoff-Popien
2023 J jnl
Improving Primate Sounds Classification using Binary Presorting for Deep Learning.
CoRR
Michael Kölle, Steffen Illium, Maximilian Zorn, Jonas Nüßlein, Patrick Suchostawski, Claudia Linnhoff-Popien
2023 J jnl
Introducing Reducing-Width-QNNs, an AI-inspired Ansatz design pattern.
CoRR
Jonas Stein, Tobias Rohe, Francesco Nappi, Julian Hager, David Bucher, Maximilian Zorn, Michael Kölle, Claudia Linnhoff-Popien
2023 — conf
Learning to Participate Through Trading of Reward Shares.
ICAART (1)
Michael Kölle, Tim Matheis, Philipp Altmann, Kyrill Schmid
2023 J jnl
Learning to Participate through Trading of Reward Shares.
CoRR
Michael Kölle, Tim Matheis, Philipp Altmann, Kyrill Schmid
2023 J jnl
Multi-Agent Quantum Reinforcement Learning using Evolutionary Optimization.
CoRR
Michael Kölle, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nüßlein, Claudia Linnhoff-Popien
2023 J jnl
Quantum Surrogate Modeling for Chemical and Pharmaceutical Development.
CoRR
Jonas Stein, Michael Poppel, Philip Adamczyk, Ramona Fabry, Zixin Wu, Michael Kölle, Jonas Nüßlein, Daniëlle Schuman, Philipp Altmann, Thomas Ehmer, Vijay Narasimhan, Claudia Linnhoff-Popien
2023 J jnl
Towards Efficient Quantum Anomaly Detection: One-Class SVMs using Variable Subsampling and Randomized Measurements.
CoRR
Michael Kölle, Afrae Ahouzi, Pascal Debus, Robert Müller, Daniëlle Schuman, Claudia Linnhoff-Popien
2023 — conf
VoronoiPatches: Evaluating a New Data Augmentation Method.
ICAART (3)
Steffen Illium, Gretchen Griffin, Michael Kölle, Maximilian Zorn, Jonas Nüßlein, Claudia Linnhoff-Popien
2023 J jnl
Weight Re-Mapping for Variational Quantum Algorithms.
CoRR
Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Tobias Rohe, Robert Müller, Claudia Linnhoff-Popien
2023 — conf
Weight Re-mapping for Variational Quantum Algorithms.
ICAART (Revised Selected Paper)
Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Tobias Rohe, Robert Müller, Claudia Linnhoff-Popien
2022 — conf
Constructing Organism Networks from Collaborative Self-Replicators.
SSCI
Steffen Illium, Maximilian Zorn, Cristian Lenta, Michael Kölle, Claudia Linnhoff-Popien, Thomas Gabor
2022 J jnl
Constructing Organism Networks from Collaborative Self-Replicators.
CoRR
Steffen Illium, Maximilian Zorn, Cristian Lenta, Michael Kölle, Claudia Linnhoff-Popien, Thomas Gabor
2022 J jnl
Decentralized scheduling through an adaptive, trading-based multi-agent system.
CoRR
Michael Kölle, Lennart Rietdorf, Kyrill Schmid
2022 J jnl
Improving Convergence for Quantum Variational Classifiers using Weight Re-Mapping.
CoRR
Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Claudia Linnhoff-Popien
2022 — conf
Quantifying Multimodality in World Models.
ICAART (1)
Andreas Sedlmeier, Michael Kölle, Robert Müller, Leo Baudrexel, Claudia Linnhoff-Popien
2022 J jnl
VoronoiPatches: Evaluating A New Data Augmentation Method.
CoRR
Steffen Illium, Gretchen Griffin, Michael Kölle, Maximilian Zorn, Jonas Nüßlein, Claudia Linnhoff-Popien
2021 J jnl
Quantifying Multimodality in World Models.
CoRR
Andreas Sedlmeier, Michael Kölle, Robert Müller, Leo Baudrexel, Claudia Linnhoff-Popien