Maximilian Zorn

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 26

Top Topics

Partial Observability

Reinforcement Learning

Continuous Optimization

Unsatisfiable Cores

Top Venues

GECCO Companion

Publications

Philipp Altmann, Katharina Winter, Michael Kölle, Maximilian Zorn, Thomy Phan, Claudia Linnhoff-Popien
MEDIATE: Mutually Endorsed Distributed Incentive Acknowledgment Token Exchange. CoRR (2024)
Jonas Stein, Tobias Rohe, Francesco Nappi, Julian Hager, David Bucher, Maximilian Zorn, Michael Kölle, Claudia Linnhoff-Popien
Introducing Reduced-Width QNNs, an AI-Inspired Ansatz Design Pattern. ICAART (3) (2024)
Michael Kölle, Tom Schubert, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
A Reinforcement Learning Environment for Directed Quantum Circuit Synthesis. ICAART (1) (2024)
Michael Kölle, Tom Schubert, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
A Reinforcement Learning Environment for Directed Quantum Circuit Synthesis. CoRR (2024)
Michael Kölle, Mohamad Hgog, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
Quantum Advantage Actor-Critic for Reinforcement Learning. ICAART (1) (2024)
Michael Kölle, Mohamad Hgog, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
Quantum Advantage Actor-Critic for Reinforcement Learning. CoRR (2024)
Sebastian Zielinski, Maximilian Zorn, Thomas Gabor, Sebastian Feld, Claudia Linnhoff-Popien
Using an Evolutionary Algorithm to Create (MAX)-3SAT QUBOs. GECCO Companion (2024)
Maximilian Zorn, Sarah Gerner, Philipp Altmann, Thomas Gabor
Final Productive Fitness for Surrogates in Evolutionary Algorithms. GECCO Companion (2024)
Jonas Stein, Navid Roshani, Maximilian Zorn, Philipp Altmann, Michael Kölle, Claudia Linnhoff-Popien
Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly. ICAART (2) (2024)
Philipp Altmann, Céline Davignon, Maximilian Zorn, Fabian Ritz, Claudia Linnhoff-Popien, Thomas Gabor
REACT: Revealing Evolutionary Action Consequence Trajectories for Interpretable Reinforcement Learning. CoRR (2024)
Jonas Stein, Jonas Blenninger, David Bucher, Josef Peter Eder, Elif Çetiner, Maximilian Zorn, Claudia Linnhoff-Popien
CUAOA: A Novel CUDA-Accelerated Simulation Framework for the QAOA. CoRR (2024)
Sebastian Zielinski, Maximilian Zorn, Thomas Gabor, Sebastian Feld, Claudia Linnhoff-Popien
Using an Evolutionary Algorithm to Create (MAX)-3SAT QUBOs. CoRR (2024)
Jonas Stein, Farbod Chamanian, Maximilian Zorn, Jonas Nüßlein, Sebastian Zielinski, Michael Kölle, Claudia Linnhoff-Popien
Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA. GECCO Companion (2023)
Steffen Illium, Gretchen Griffin, Michael Kölle, Maximilian Zorn, Jonas Nüßlein, Claudia Linnhoff-Popien
VoronoiPatches: Evaluating a New Data Augmentation Method. ICAART (3) (2023)
Michael Kölle, Steffen Illium, Maximilian Zorn, Jonas Nüßlein, Patrick Suchostawski, Claudia Linnhoff-Popien
Improving Primate Sounds Classification Using Binary Presorting for Deep Learning. DeLTA (2023)
Jonas Stein, Tobias Rohe, Francesco Nappi, Julian Hager, David Bucher, Maximilian Zorn, Michael Kölle, Claudia Linnhoff-Popien
Introducing Reducing-Width-QNNs, an AI-inspired Ansatz design pattern. CoRR (2023)
Jonas Stein, Navid Roshani, Maximilian Zorn, Philipp Altmann, Michael Kölle, Claudia Linnhoff-Popien
Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly. CoRR (2023)
Michael Kölle, Steffen Illium, Maximilian Zorn, Jonas Nüßlein, Patrick Suchostawski, Claudia Linnhoff-Popien
Improving Primate Sounds Classification using Binary Presorting for Deep Learning. CoRR (2023)
Jonas Stein, Farbod Chamanian, Maximilian Zorn, Jonas Nüßlein, Sebastian Zielinski, Michael Kölle, Claudia Linnhoff-Popien
Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA. CoRR (2023)
Thomy Phan, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Nüßlein, Michael Kölle, Thomas Gabor, Claudia Linnhoff-Popien
Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability. ICML (2023)
Steffen Illium, Gretchen Griffin, Michael Kölle, Maximilian Zorn, Jonas Nüßlein, Claudia Linnhoff-Popien
VoronoiPatches: Evaluating A New Data Augmentation Method. CoRR (2022)
Thomas Gabor, Steffen Illium, Maximilian Zorn, Cristian Lenta, Andy Mattausch, Lenz Belzner, Claudia Linnhoff-Popien
Self-Replication in Neural Networks. Artif. Life 28 (2) (2022)
Steffen Illium, Maximilian Zorn, Cristian Lenta, Michael Kölle, Claudia Linnhoff-Popien, Thomas Gabor
Constructing Organism Networks from Collaborative Self-Replicators. SSCI (2022)
Steffen Illium, Maximilian Zorn, Cristian Lenta, Michael Kölle, Claudia Linnhoff-Popien, Thomas Gabor
Constructing Organism Networks from Collaborative Self-Replicators. CoRR (2022)
Thomas Gabor, Maximilian Zorn, Claudia Linnhoff-Popien
The applicability of reinforcement learning for the automatic generation of state preparation circuits. GECCO Companion (2022)
Thomas Gabor, Steffen Illium, Maximilian Zorn, Claudia Linnhoff-Popien
Goals for Self-Replicating Neural Networks. ALIFE (2021)