Machine Learning & Automation

Hi there!
I'm Michael.

I work on ML and automation, with a background in research and software engineering.

Michael Kölle

Latest Research

Explore my recent publications in the field of artificial intelligence.

Quantum King-Ring Domination in Chess: A QAOA Approach
Quantum King-Ring Domination in Chess: A QAOA Approach
Gerhard Stenzel, Michael Kölle, Tobias Rohe, Julian Hager, Leo Sünkel, Maximilian Zorn, Claudia Linnhoff-Popien
Reinforcement Learning for Parameterized Quantum State Preparation: A Comparative Study
Reinforcement Learning for Parameterized Quantum State Preparation: A Comparative Study
Gerhard Stenzel, Michael Kölle, Tobias Rohe, Leo Sünkel, Julian Hager, Claudia Linnhoff-Popien
Illustration of Barren Plateaus in Quantum Computing
Illustration of Barren Plateaus in Quantum Computing
Gerhard Stenzel, Tobias Rohe, Michael Kölle, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien
Quantum Architecture Search for Solving Quantum Machine Learning Tasks
Quantum Architecture Search for Solving Quantum Machine Learning Tasks
Michael Kölle, Simon Salfer, Tobias Rohe, Philipp Altmann, Claudia Linnhoff-Popien
Investigating the Lottery Ticket Hypothesis for Variational Quantum Circuits
Investigating the Lottery Ticket Hypothesis for Variational Quantum Circuits
Michael Kölle, Leonhard Klingert, Julian Schönberger, Philipp Altmann, Tobias Rohe, Claudia Linnhoff-Popien

Latest Projects

Discover my latest projects and software development.

Latest Talks

View my recent talks and presentations.