Thomas Gabor

ORCID

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 112

Top Venues

Publications

Leo Sünkel, Philipp Altmann, Michael Kölle, Thomas Gabor
Quantum Federated Learning for Image Classification. ICAART (3) (2024)
Michael Kölle, Timo Witter, Tobias Rohe, Gerhard Stenzel, Philipp Altmann, Thomas Gabor
A Study on Optimization Techniques for Variational Quantum Circuits in 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)
Philipp Altmann, Adelina Bärligea, Jonas Stein, Michael Kölle, Thomas Gabor, Thomy Phan, Claudia Linnhoff-Popien
Quantum Circuit Design: A Reinforcement Learning Challenge. AAMAS (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)
Gerhard Stenzel, Sebastian Zielinski, Michael Kölle, Philipp Altmann, Jonas Nüßlein, Thomas Gabor
Qandle: Accelerating State Vector Simulation Using Gate-Matrix Caching and Circuit Splitting. CoRR (2024)
Leo Sünkel, Michael Kölle, Tobias Rohe, Thomas Gabor
Towards Federated Learning on the Quantum Internet. ICCS (6) (2024)
Sebastian Zielinski, Maximilian Zorn, Thomas Gabor, Sebastian Feld, Claudia Linnhoff-Popien
Using an Evolutionary Algorithm to Create (MAX)-3SAT QUBOs. CoRR (2024)
Thomas Gabor, Sebastian Zielinski, Sofie Henghuber, Claudia Linnhoff-Popien
A Relative Approach to Comparative Performance Analysis for Quantum Optimization. GECCO Companion (2023)
Thomy Phan, Fabian Ritz, Jonas Nüßlein, Michael Kölle, Thomas Gabor, Claudia Linnhoff-Popien
Attention-Based Recurrency for Multi-Agent Reinforcement Learning under State Uncertainty. CoRR (2023)
Daniëlle Schuman, Leo Sünkel, Philipp Altmann, Jonas Stein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien
Towards Transfer Learning for Large-Scale Image Classification Using Annealing-based Quantum Boltzmann Machines. CoRR (2023)
Thomy Phan, Fabian Ritz, Jonas Nüßlein, Michael Kölle, Thomas Gabor, Claudia Linnhoff-Popien
Attention-Based Recurrency for Multi-Agent Reinforcement Learning under State Uncertainty. AAMAS (2023)
Philipp Altmann, Adelina Bärligea, Jonas Stein, Michael Kölle, Thomas Gabor, Thomy Phan, Claudia Linnhoff-Popien
Challenges for Reinforcement Learning in Quantum Computing. CoRR (2023)
Jonas Nüßlein, Sebastian Zielinski, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
Solving (Max) 3-SAT via Quadratic Unconstrained Binary Optimization. ICCS (5) (2023)
Sebastian Zielinski, Jonas Nüßlein, Jonas Stein, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
Influence of Different 3SAT-to-QUBO Transformations on the Solution Quality of Quantum Annealing: A Benchmark Study. GECCO Companion (2023)
Jonas Nüßlein, Christoph Roch, Thomas Gabor, Jonas Stein, Claudia Linnhoff-Popien, Sebastian Feld
Black Box Optimization Using QUBO and the Cross Entropy Method. ICCS (5) (2023)
Daniëlle Schuman, Leo Sünkel, Philipp Altmann, Jonas Stein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien
Towards Transfer Learning for Large-Scale Image Classification Using Annealing-Based Quantum Boltzmann Machines. QCE (2023)
Jonas Nüßlein, Sebastian Zielinski, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
Solving (Max) 3-SAT via Quadratic Unconstrained Binary Optimization. CoRR (2023)
Philipp Altmann, Thomy Phan, Fabian Ritz, Thomas Gabor, Claudia Linnhoff-Popien
DIRECT: Learning from Sparse and Shifting Rewards using Discriminative Reward Co-Training. CoRR (2023)
Lenz Belzner, Thomas Gabor, Martin Wirsing
Large Language Model Assisted Software Engineering: Prospects, Challenges, and a Case Study. AISoLA (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)
Fabian Ritz, Thomy Phan, Andreas Sedlmeier, Philipp Altmann, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien, Thomas Gabor
Capturing Dependencies within Machine Learning via a Formal Process Model. CoRR (2022)
Jonas Nüßlein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
Black Box Optimization Using QUBO and the Cross Entropy Method. CoRR (2022)
Tobias Müller, Kyrill Schmid, Daniëlle Schuman, Thomas Gabor, Markus Friedrich, Marc Geitz
Solving Large Steiner Tree Problems in Graphs for Cost-efficient Fiber-To-The-Home Network Expansion. ICAART (3) (2022)
Jonas Nüßlein, Steffen Illium, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
Case-Based Inverse Reinforcement Learning Using Temporal Coherence. 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)
Jonas Nüßlein, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
Algorithmic QUBO Formulations for k-SAT and Hamiltonian Cycles. CoRR (2022)
Steffen Illium, Maximilian Zorn, Cristian Lenta, Michael Kölle, Claudia Linnhoff-Popien, Thomas Gabor
Constructing Organism Networks from Collaborative Self-Replicators. SSCI (2022)
Jonas Nüßlein, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
-SAT and hamiltonian cycles. GECCO Companion (2022)
Thomas Gabor, Marian Lingsch Rosenfeld, Claudia Linnhoff-Popien
Simple Quantum State Encodings for Hybrid Programming of Quantum Simulators. ICSA Companion (2022)
Thomas Gabor, Marian Lingsch Rosenfeld, Claudia Linnhoff-Popien, Sebastian Feld
How to Approximate any Objective Function via Quadratic Unconstrained Binary Optimization. SANER (2022)
Steffen Illium, Maximilian Zorn, Cristian Lenta, Michael Kölle, Claudia Linnhoff-Popien, Thomas Gabor
Constructing Organism Networks from Collaborative Self-Replicators. CoRR (2022)
Steffen Illium, Thore Schillman, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks. CoRR (2022)
Thomas Gabor, Michael Lachner, Nico Kraus, Christoph Roch, Jonas Stein, Daniel Ratke, Claudia Linnhoff-Popien
Modifying the quantum-assisted genetic algorithm. GECCO Companion (2022)
Steffen Illium, Thore Schillman, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks. ICAART (3) (2022)
Thomas Gabor, Maximilian Zorn, Claudia Linnhoff-Popien
The applicability of reinforcement learning for the automatic generation of state preparation circuits. GECCO Companion (2022)
Jonas Nüßlein, Steffen Illium, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
Case-Based Inverse Reinforcement Learning Using Temporal Coherence. ICCBR (2022)
Fabian Ritz, Thomy Phan, Andreas Sedlmeier, Philipp Altmann, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien, Thomas Gabor
Capturing Dependencies Within Machine Learning via a Formal Process Model. ISoLA (3) (2022)
Thomy Phan, Fabian Ritz, Lenz Belzner, Philipp Altmann, Thomas Gabor, Claudia Linnhoff-Popien
VAST: Value Function Factorization with Variable Agent Sub-Teams. NeurIPS (2021)
Tobias Müller, Kyrill Schmid, Daniëlle Schuman, Thomas Gabor, Markus Friedrich, Marc Geitz
Solving Large Steiner Tree Problems in Graphs for Cost-Efficient Fiber-To-The-Home Network Expansion. CoRR (2021)
Fabian Ritz, Thomy Phan, Robert Müller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien
SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning. ICAART (1) (2021)
Fabian Ritz, Thomy Phan, Robert Müller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien
Specification Aware Multi-Agent Reinforcement Learning. ICAART (Revised Selected Papers) (2021)
Thomas Gabor, Thomy Phan, Claudia Linnhoff-Popien
Productive fitness in diversity-aware evolutionary algorithms. Nat. Comput. 20 (3) (2021)
Thomas Gabor, Marian Lingsch Rosenfeld, Claudia Linnhoff-Popien
A Probabilistic Game of Life on a Quantum Annealer. ALIFE (2021)
Thomas Gabor, Steffen Illium, Maximilian Zorn, Claudia Linnhoff-Popien
Goals for Self-Replicating Neural Networks. ALIFE (2021)
Thomy Phan, Lenz Belzner, Thomas Gabor, Andreas Sedlmeier, Fabian Ritz, Claudia Linnhoff-Popien
Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition. AAAI (2021)
Christoph Roch, Thomy Phan, Sebastian Feld, Robert Müller, Thomas Gabor, Carsten Hahn, Claudia Linnhoff-Popien
A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games. ICCS (6) (2020)
Thomas Gabor, Leo Sünkel, Fabian Ritz, Thomy Phan, Lenz Belzner, Christoph Roch, Sebastian Feld, Claudia Linnhoff-Popien
The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline. ICSE (Workshops) (2020)
Andreas Sedlmeier, Thomas Gabor, Thomy Phan, Lenz Belzner, Claudia Linnhoff-Popien
Uncertainty-Based Out-of-Distribution Classification in Deep Reinforcement Learning. CoRR (2020)
Carsten Hahn, Fabian Ritz, Paula Wikidal, Thomy Phan, Thomas Gabor, Claudia Linnhoff-Popien
Foraging Swarms using Multi-Agent Reinforcement Learning. ALIFE (2020)
Thomas Gabor, Sebastian Feld, Hila Safi, Thomy Phan, Claudia Linnhoff-Popien
Insights on Training Neural Networks for QUBO Tasks. ICSE (Workshops) (2020)
Thomy Phan, Thomas Gabor, Andreas Sedlmeier, Fabian Ritz, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt, Marc Zeller, Claudia Linnhoff-Popien
Learning and Testing Resilience in Cooperative Multi-Agent Systems. AAMAS (2020)
Carsten Hahn, Thomy Phan, Sebastian Feld, Christoph Roch, Fabian Ritz, Andreas Sedlmeier, Thomas Gabor, Claudia Linnhoff-Popien
Nash Equilibria in Multi-Agent Swarms. ICAART (1) (2020)
Fabian Ritz, Felix Hohnstein, Robert Müller, Thomy Phan, Thomas Gabor, Carsten Hahn, Claudia Linnhoff-Popien
Towards Ecosystem Management from Greedy Reinforcement Learning in a Predator-Prey Setting. ALIFE (2020)
Christoph Roch, Alexander Impertro, Thomy Phan, Thomas Gabor, Sebastian Feld, Claudia Linnhoff-Popien
Cross Entropy Hyperparameter Optimization for Constrained Problem Hamiltonians Applied to QAOA. ICRC (2020)
Thomas Gabor, Leo Sünkel, Fabian Ritz, Thomy Phan, Lenz Belzner, Christoph Roch, Sebastian Feld, Claudia Linnhoff-Popien
The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline. CoRR (2020)
Sebastian Feld, Christoph Roch, Thomas Gabor, Xiao-Ting Michelle To, Claudia Linnhoff-Popien
The Dynamic Time Warping Distance Measure as Q U BO Formulation. ICCCS (2020)
Thomas Gabor, Andreas Sedlmeier, Thomy Phan, Fabian Ritz, Marie Kiermeier, Lenz Belzner, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt, Marc Zeller, Claudia Linnhoff-Popien
The scenario coevolution paradigm: adaptive quality assurance for adaptive systems. Int. J. Softw. Tools Technol. Transf. 22 (4) (2020)
Thomas Gabor, Sebastian Feld, Hila Safi, Thomy Phan, Claudia Linnhoff-Popien
Insights on Training Neural Networks for QUBO Tasks. CoRR (2020)
Thomas Gabor, Sebastian Zielinski, Christoph Roch, Sebastian Feld, Claudia Linnhoff-Popien
The U Q Platform: A U nifed Approach To Q uantum Annealing. ICCCS (2020)
Irmi Sax, Sebastian Feld, Sebastian Zielinski, Thomas Gabor, Claudia Linnhoff-Popien, Wolfgang Mauerer
Approximate approximation on a quantum annealer. CF (2020)
Kyrill Schmid, Lenz Belzner, Thomy Phan, Thomas Gabor, Claudia Linnhoff-Popien
Multi-agent Reinforcement Learning for Bargaining under Risk and Asymmetric Information. ICAART (1) (2020)
Andreas Sedlmeier, Thomas Gabor, Thomy Phan, Lenz Belzner, Claudia Linnhoff-Popien
Uncertainty-based Out-of-Distribution Classification in Deep Reinforcement Learning. ICAART (2) (2020)
Thomas Gabor, Claudia Linnhoff-Popien
A Formal Model for Reasoning About the Ideal Fitness in Evolutionary Processes. ISoLA (2) (2020)
Fabian Ritz, Thomy Phan, Robert Müller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien
SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning. CoRR (2020)
Sebastian Feld, Christoph Roch, Katja Geirhos, Thomas Gabor
Approximating Archetypal Analysis Using Quantum Annealing. ESANN (2020)
Thomas Hubregtsen, Christoph Segler, Josef Pichlmeier, Aritra Sarkar, Thomas Gabor, Koen Bertels
Integration and Evaluation of Quantum Accelerators for Data-Driven User Functions. ISQED (2020)
Andreas Sedlmeier, Thomas Gabor, Thomy Phan, Lenz Belzner, Claudia Linnhoff-Popien
Uncertainty-Based Out-of-Distribution Detection in Deep Reinforcement Learning. CoRR (2019)
Thomy Phan, Thomas Gabor, Robert Müller, Christoph Roch, Claudia Linnhoff-Popien
Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning. IJCAI (2019)
Thomas Gabor, Philipp Altmann
Benchmarking Surrogate-Assisted Genetic Recommender Systems. CoRR (2019)
Thomas Gabor, Steffen Illium, Andy Mattausch, Lenz Belzner, Claudia Linnhoff-Popien
Self-Replication in Neural Networks. ALIFE (2019)
Thomas Gabor, Jan Peter, Thomy Phan, Christian Meyer, Claudia Linnhoff-Popien
Subgoal-Based Temporal Abstraction in Monte-Carlo Tree Search. IJCAI (2019)
Thomy Phan, Kyrill Schmid, Lenz Belzner, Thomas Gabor, Sebastian Feld, Claudia Linnhoff-Popien
Distributed Policy Iteration for Scalable Approximation of Cooperative Multi-Agent Policies. AAMAS (2019)
Thomas Gabor, Sebastian Zielinski, Sebastian Feld, Christoph Roch, Christian Seidel, Florian Neukart, Isabella Galter, Wolfgang Mauerer, Claudia Linnhoff-Popien
Assessing Solution Quality of 3SAT on a Quantum Annealing Platform. CoRR (2019)
Thomas Gabor, Marie Kiermeier, Andreas Sedlmeier, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt
Adapting Quality Assurance to Adaptive Systems: The Scenario Coevolution Paradigm. CoRR (2019)
Thomas Hubregtsen, Christoph Segler, Josef Pichlmeier, Aritra Sarkar, Thomas Gabor, Koen Bertels
Integration and Evaluation of Quantum Accelerators for Data-Driven User Functions. CoRR (2019)
Markus Friedrich, Pierre-Alain Fayolle, Thomas Gabor, Claudia Linnhoff-Popien
Optimizing evolutionary CSG tree extraction. GECCO (2019)
Thomy Phan, Thomas Gabor, Robert Müller, Christoph Roch, Claudia Linnhoff-Popien
Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning. CoRR (2019)
Thomas Gabor, Andreas Sedlmeier, Marie Kiermeier, Thomy Phan, Marcel Henrich, Monika Pichlmair, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt
Scenario co-evolution for reinforcement learning on a grid world smart factory domain. GECCO (2019)
Thomas Gabor, Philipp Altmann
Benchmarking surrogate-assisted genetic recommender systems. GECCO (Companion) (2019)
Carsten Hahn, Thomy Phan, Thomas Gabor, Lenz Belzner, Claudia Linnhoff-Popien
Emergent Escape-based Flocking Behavior using Multi-Agent Reinforcement Learning. CoRR (2019)
Carsten Hahn, Thomy Phan, Thomas Gabor, Lenz Belzner, Claudia Linnhoff-Popien
Emergent Escape-based Flocking behavior using Multi-Agent Reinforcement Learning. ALIFE (2019)
Christoph Roch, Thomy Phan, Sebastian Feld, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games. CoRR (2019)
Sebastian Feld, Christoph Roch, Thomas Gabor, Christian Seidel, Florian Neukart, Isabella Galter, Wolfgang Mauerer, Claudia Linnhoff-Popien
A Hybrid Solution Method for the Capacitated Vehicle Routing Problem Using a Quantum Annealer. Frontiers ICT 6 (2019)
Thomy Phan, Kyrill Schmid, Lenz Belzner, Thomas Gabor, Sebastian Feld, Claudia Linnhoff-Popien
Distributed Policy Iteration for Scalable Approximation of Cooperative Multi-Agent Policies. CoRR (2019)
Lenz Belzner, Kyrill Schmid, Thomy Phan, Thomas Gabor, Martin Wirsing
The Sharer's Dilemma in Collective Adaptive Systems of Self-interested Agents. ISoLA (3) (2018)
Lenz Belzner, Kyrill Schmid, Thomy Phan, Thomas Gabor, Martin Wirsing
The Sharer's Dilemma in Collective Adaptive Systems of Self-Interested Agents. CoRR (2018)
Thomas Gabor, Lenz Belzner, Claudia Linnhoff-Popien
Inheritance-based diversity measures for explicit convergence control in evolutionary algorithms. GECCO (2018)
Thomas Gabor, Lenz Belzner, Thomy Phan, Kyrill Schmid
Preparing for the Unexpected: Diversity Improves Planning Resilience in Evolutionary Algorithms. CoRR (2018)
Thomas Gabor, Lenz Belzner, Claudia Linnhoff-Popien
Inheritance-Based Diversity Measures for Explicit Convergence Control in Evolutionary Algorithms. CoRR (2018)
Thomy Phan, Lenz Belzner, Thomas Gabor, Kyrill Schmid
Leveraging Statistical Multi-Agent Online Planning with Emergent Value Function Approximation. AAMAS (2018)
Thomas Gabor, Lenz Belzner, Thomy Phan, Kyrill Schmid
Preparing for the Unexpected: Diversity Improves Planning Resilience in Evolutionary Algorithms. ICAC (2018)
Thomy Phan, Lenz Belzner, Thomas Gabor, Kyrill Schmid
Leveraging Statistical Multi-Agent Online Planning with Emergent Value Function Approximation. CoRR (2018)
André Reichstaller, Thomas Gabor, Alexander Knapp
Mutation-Based Test Suite Evolution for Self-Organizing Systems. ISoLA (3) (2018)
Kyrill Schmid, Lenz Belzner, Thomas Gabor, Thomy Phan
Action Markets in Deep Multi-Agent Reinforcement Learning. ICANN (2) (2018)
Kyrill Schmid, Lenz Belzner, Marie Kiermeier, Alexander Neitz, Thomy Phan, Thomas Gabor, Claudia Linnhoff
Risk-Sensitivity in Simulation Based Online Planning. KI (2018)
Thomas Gabor, Marie Kiermeier, Andreas Sedlmeier, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt
Adapting Quality Assurance to Adaptive Systems: The Scenario Coevolution Paradigm. ISoLA (3) (2018)
Lenz Belzner, Thomas Gabor
Stacked Thompson Bandits. CoRR (2017)
Lenz Belzner, Thomas Gabor
Bayesian Verification under Model Uncertainty. SEsCPS@ICSE (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Thomas Gabor