Michael Kölle
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Investigating the Lottery Ticket Hypothesis for Variational Quantum Circuits
March 5th, 2026 @ ICAART - Marbella, Spain
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Emergent Cooperation in Quantum Multi-Agent Reinforcement Learning Using Communication
May 24th, 2026 @ ICC - Glasgow, Scotland
Evaluating Mutation Techniques in Genetic Algorithm-Based Quantum Circuit Synthesis
Michael Kölle, Tom Bintener, Maximilian Zorn, Gerhard Stenzel, Leo Sünkel, Thomas Gabor, Claudia Linnhoff-Popien
QMamba: Quantum Selective State Space Models for Text Generation
Gerhard Stenzel, Michael Kölle, Tobias Rohe, Maximilian Mansky, Jonas Nüßlein, Thomas Gabor
Quantum Transfer Learning: The Impact of Classical Preprocessing
Michael Kölle, Jonas Maurer, Philipp Altmann, Leo Sünkel, Jonas Stein, Julian Hager, Sebastian Zielinski, Claudia Linnhoff-Popien
Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization
Michael Kölle, Karola Schneider, Sabrina Egger, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nüßlein, Claudia Linnhoff-Popien
Weight Re-mapping for Variational Quantum Algorithms
Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Tobias Rohe, Robert Müller, Claudia Linnhoff-Popien
Improving Convergence for Quantum Variational Classifiers Using Weight Re-Mapping
Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Mansky, Julian Hager, Claudia Linnhoff-Popien
Optimizing Variational Quantum Circuits
Exploring strategies to improve training and performance of variational quantum circuits.
Quantum Circuit Synthesis and Architecture Search
Automated methods for designing and optimizing quantum circuits.
Quantum Reinforcement Learning
Leveraging quantum mechanics for reinforcement learning
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