Thomas Gabor - RankMe

146 papers A* 5A 11B 1C 9Misc 8Journal 57Unranked 52

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Surrogate Fitness Metrics for Interpretable Reinforcement Learning. SN Comput. Sci. Philipp Altmann, Céline Davignon, Maximilian Zorn, Fabian Ritz, Claudia Linnhoff-Popien, Thomas Gabor
2025	—	`conf`	A General Genetic Algorithm Using Natural Language Evolutionary Operators. GECCO Companion Gerhard Stenzel, Sarah Gerner, Michael Kölle, Maximilian Zorn, Thomas Gabor
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`	Optimizing Sensor Redundancy in Sequential Decision-Making Problems. ICAART (1) Jonas Nüßlein, Maximilian Zorn, Fabian Ritz, Jonas Stein, Gerhard Stenzel, Julian Schönberger, Thomas Gabor, 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	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
2025	J	`jnl`	Quantum Optimization Algorithms. CoRR Jonas Stein, Maximilian Zorn, Leo Sünkel, Thomas Gabor
2025	J	`jnl`	Surrogate Fitness Metrics for Interpretable Reinforcement Learning. CoRR Philipp Altmann, Céline Davignon, Maximilian Zorn, Fabian Ritz, Claudia Linnhoff-Popien, Thomas Gabor
2025	J	`jnl`	Towards Scalable Lottery Ticket Networks using Genetic Algorithms. CoRR Julian Schönberger, Maximilian Zorn, Jonas Nüßlein, Thomas Gabor, Philipp Altmann
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	Misc	`conf`	Applying an Evolutionary Algorithm to Minimize Teleportation Costs in Distributed Quantum Computing. QCE Leo Sünkel, Manik Dawar, Thomas Gabor
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	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	J	`jnl`	Emergence in Multi-Agent Systems: A Safety Perspective. CoRR Philipp Altmann, Julian Schönberger, Steffen Illium, Maximilian Zorn, Fabian Ritz, Tom Haider, Simon Burton, Thomas Gabor
2024	—	`conf`	Emergence in Multi-agent Systems: A Safety Perspective. ISoLA (2) Philipp Altmann, Julian Schönberger, Steffen Illium, Maximilian Zorn, Fabian Ritz, Tom Haider, Simon Burton, Thomas Gabor
2024	—	`conf`	Final Productive Fitness for Surrogates in Evolutionary Algorithms. GECCO Companion Maximilian Zorn, Sarah Gerner, Philipp Altmann, Thomas Gabor
2024	C	`conf`	Finding Strong Lottery Ticket Networks with Genetic Algorithms. IJCCI Philipp Altmann, Julian Schönberger, Maximilian Zorn, Thomas Gabor
2024	J	`jnl`	Finding Strong Lottery Ticket Networks with Genetic Algorithms. CoRR Philipp Altmann, Julian Schönberger, Maximilian Zorn, Thomas Gabor
2024	Misc	`conf`	On the Quantum Impact in Hybrid Classical-Quantum Transfer Learning. QCE Leo Sünkel, Philipp Altmann, Michael Kölle, Thomas Gabor
2024	J	`jnl`	Optimizing Sensor Redundancy in Sequential Decision-Making Problems. CoRR Jonas Nüßlein, Maximilian Zorn, Fabian Ritz, Jonas Stein, Gerhard Stenzel, Julian Schönberger, Thomas Gabor, Claudia Linnhoff-Popien
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	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 Federated Learning for Image Classification. ICAART (3) Leo Sünkel, Philipp Altmann, Michael Kölle, Thomas Gabor
2024	C	`conf`	REACT: Revealing Evolutionary Action Consequence Trajectories for Interpretable Reinforcement Learning. IJCCI Philipp Altmann, Céline Davignon, Maximilian Zorn, Fabian Ritz, Claudia Linnhoff-Popien, Thomas Gabor
2024	J	`jnl`	REACT: Revealing Evolutionary Action Consequence Trajectories for Interpretable Reinforcement Learning. CoRR Philipp Altmann, Céline Davignon, Maximilian Zorn, Fabian Ritz, Claudia Linnhoff-Popien, Thomas Gabor
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	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 Federated Learning on the Quantum Internet. ICCS (6) Leo Sünkel, Michael Kölle, Tobias Rohe, Thomas Gabor
2024	—	`conf`	Using an Evolutionary Algorithm to Create (MAX)-3SAT QUBOs. GECCO Companion Sebastian Zielinski, Maximilian Zorn, Thomas Gabor, Sebastian Feld, Claudia Linnhoff-Popien
2024	J	`jnl`	Using an Evolutionary Algorithm to Create (MAX)-3SAT QUBOs. CoRR Sebastian Zielinski, Maximilian Zorn, Thomas Gabor, Sebastian Feld, Claudia Linnhoff-Popien
2023	—	`conf`	A Relative Approach to Comparative Performance Analysis for Quantum Optimization. GECCO Companion Thomas Gabor, Sebastian Zielinski, Sofie Henghuber, Claudia Linnhoff-Popien
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	—	`conf`	Black Box Optimization Using QUBO and the Cross Entropy Method. ICCS (5) Jonas Nüßlein, Christoph Roch, Thomas Gabor, Jonas Stein, Claudia Linnhoff-Popien, Sebastian Feld
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	J	`jnl`	DIRECT: Learning from Sparse and Shifting Rewards using Discriminative Reward Co-Training. CoRR Philipp Altmann, Thomy Phan, Fabian Ritz, Thomas Gabor, Claudia Linnhoff-Popien
2023	—	`conf`	Influence of Different 3SAT-to-QUBO Transformations on the Solution Quality of Quantum Annealing: A Benchmark Study. GECCO Companion Sebastian Zielinski, Jonas Nüßlein, Jonas Stein, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
2023	—	`conf`	Large Language Model Assisted Software Engineering: Prospects, Challenges, and a Case Study. AISoLA Lenz Belzner, Thomas Gabor, Martin Wirsing
2023	—	`conf`	Solving (Max) 3-SAT via Quadratic Unconstrained Binary Optimization. ICCS (5) Jonas Nüßlein, Sebastian Zielinski, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
2023	J	`jnl`	Solving (Max) 3-SAT via Quadratic Unconstrained Binary Optimization. CoRR Jonas Nüßlein, Sebastian Zielinski, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
2023	J	`jnl`	The Effect of Penalty Factors of Constrained Hamiltonians on the Eigenspectrum in Quantum Annealing. ACM Trans. Quantum Comput. Christoph Roch, Daniel Ratke, Jonas Nüßlein, Thomas Gabor, Sebastian Feld
2023	Misc	`conf`	Towards Transfer Learning for Large-Scale Image Classification Using Annealing-Based Quantum Boltzmann Machines. QCE Daniëlle Schuman, Leo Sünkel, Philipp Altmann, Jonas Stein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien
2023	J	`jnl`	Towards Transfer Learning for Large-Scale Image Classification Using Annealing-based Quantum Boltzmann Machines. CoRR Daniëlle Schuman, Leo Sünkel, Philipp Altmann, Jonas Stein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien
2022	J	`jnl`	Algorithmic QUBO Formulations for k-SAT and Hamiltonian Cycles. CoRR Jonas Nüßlein, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
2022	—	`conf`	Algorithmic QUBO formulations for GECCO Companion Jonas Nüßlein, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
2022	J	`jnl`	Black Box Optimization Using QUBO and the Cross Entropy Method. CoRR Jonas Nüßlein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
2022	—	`conf`	Capturing Dependencies Within Machine Learning via a Formal Process Model. ISoLA (3) Fabian Ritz, Thomy Phan, Andreas Sedlmeier, Philipp Altmann, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien, Thomas Gabor
2022	J	`jnl`	Capturing Dependencies within Machine Learning via a Formal Process Model. CoRR Fabian Ritz, Thomy Phan, Andreas Sedlmeier, Philipp Altmann, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien, Thomas Gabor
2022	C	`conf`	Case-Based Inverse Reinforcement Learning Using Temporal Coherence. ICCBR Jonas Nüßlein, Steffen Illium, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
2022	J	`jnl`	Case-Based Inverse Reinforcement Learning Using Temporal Coherence. CoRR Jonas Nüßlein, Steffen Illium, Robert Müller, Thomas Gabor, 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	—	`conf`	Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks. ICAART (3) Steffen Illium, Thore Schillman, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
2022	J	`jnl`	Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks. CoRR Steffen Illium, Thore Schillman, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
2022	A	`conf`	How to Approximate any Objective Function via Quadratic Unconstrained Binary Optimization. SANER Thomas Gabor, Marian Lingsch Rosenfeld, Claudia Linnhoff-Popien, Sebastian Feld
2022	—	`conf`	Modifying the quantum-assisted genetic algorithm. GECCO Companion Thomas Gabor, Michael Lachner, Nico Kraus, Christoph Roch, Jonas Stein, Daniel Ratke, Claudia Linnhoff-Popien
2022	J	`jnl`	Self-Replication in Neural Networks. Artif. Life Thomas Gabor, Steffen Illium, Maximilian Zorn, Cristian Lenta, Andy Mattausch, Lenz Belzner, Claudia Linnhoff-Popien
2022	—	`conf`	Simple Quantum State Encodings for Hybrid Programming of Quantum Simulators. ICSA Companion Thomas Gabor, Marian Lingsch Rosenfeld, Claudia Linnhoff-Popien
2022	—	`conf`	Solving Large Steiner Tree Problems in Graphs for Cost-efficient Fiber-To-The-Home Network Expansion. ICAART (3) Tobias Müller, Kyrill Schmid, Daniëlle Schuman, Thomas Gabor, Markus Friedrich, Marc Geitz
2022	—	`conf`	The applicability of reinforcement learning for the automatic generation of state preparation circuits. GECCO Companion Thomas Gabor, Maximilian Zorn, Claudia Linnhoff-Popien
2021	C	`conf`	A Probabilistic Game of Life on a Quantum Annealer. ALIFE Thomas Gabor, Marian Lingsch Rosenfeld, Claudia Linnhoff-Popien
2021	C	`conf`	Goals for Self-Replicating Neural Networks. ALIFE Thomas Gabor, Steffen Illium, Maximilian Zorn, Claudia Linnhoff-Popien
2021	J	`jnl`	Productive fitness in diversity-aware evolutionary algorithms. Nat. Comput. Thomas Gabor, Thomy Phan, Claudia Linnhoff-Popien
2021	A*	`conf`	Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition. AAAI Thomy Phan, Lenz Belzner, Thomas Gabor, Andreas Sedlmeier, Fabian Ritz, Claudia Linnhoff-Popien
2021	—	`conf`	SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning. ICAART (1) Fabian Ritz, Thomy Phan, Robert Müller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien
2021	—	`ch.`	Selbstadaptive Fitness in evolutionären Prozessen. Ausgezeichnete Informatikdissertationen Thomas Gabor
2021	—	`—`	Self-adaptive fitness in evolutionary processes. Thomas Gabor
2021	J	`jnl`	Solving Large Steiner Tree Problems in Graphs for Cost-Efficient Fiber-To-The-Home Network Expansion. CoRR Tobias Müller, Kyrill Schmid, Daniëlle Schuman, Thomas Gabor, Markus Friedrich, Marc Geitz
2021	—	`conf`	Specification Aware Multi-Agent Reinforcement Learning. ICAART (Revised Selected Papers) Fabian Ritz, Thomy Phan, Robert Müller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien
2021	A*	`conf`	VAST: Value Function Factorization with Variable Agent Sub-Teams. NeurIPS Thomy Phan, Fabian Ritz, Lenz Belzner, Philipp Altmann, Thomas Gabor, Claudia Linnhoff-Popien
2020	—	`conf`	A Formal Model for Reasoning About the Ideal Fitness in Evolutionary Processes. ISoLA (2) Thomas Gabor, Claudia Linnhoff-Popien
2020	—	`conf`	A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games. ICCS (6) Christoph Roch, Thomy Phan, Sebastian Feld, Robert Müller, Thomas Gabor, Carsten Hahn, Claudia Linnhoff-Popien
2020	—	`conf`	Approximate approximation on a quantum annealer. CF Irmi Sax, Sebastian Feld, Sebastian Zielinski, Thomas Gabor, Claudia Linnhoff-Popien, Wolfgang Mauerer
2020	B	`conf`	Approximating Archetypal Analysis Using Quantum Annealing. ESANN Sebastian Feld, Christoph Roch, Katja Geirhos, Thomas Gabor
2020	—	`conf`	Cross Entropy Hyperparameter Optimization for Constrained Problem Hamiltonians Applied to QAOA. ICRC Christoph Roch, Alexander Impertro, Thomy Phan, Thomas Gabor, Sebastian Feld, Claudia Linnhoff-Popien
2020	C	`conf`	Foraging Swarms using Multi-Agent Reinforcement Learning. ALIFE Carsten Hahn, Fabian Ritz, Paula Wikidal, Thomy Phan, Thomas Gabor, Claudia Linnhoff-Popien
2020	—	`conf`	Insights on Training Neural Networks for QUBO Tasks. ICSE (Workshops) Thomas Gabor, Sebastian Feld, Hila Safi, Thomy Phan, Claudia Linnhoff-Popien
2020	J	`jnl`	Insights on Training Neural Networks for QUBO Tasks. CoRR Thomas Gabor, Sebastian Feld, Hila Safi, Thomy Phan, Claudia Linnhoff-Popien
2020	—	`conf`	Integration and Evaluation of Quantum Accelerators for Data-Driven User Functions. ISQED Thomas Hubregtsen, Christoph Segler, Josef Pichlmeier, Aritra Sarkar, Thomas Gabor, Koen Bertels
2020	A	`conf`	Learning and Testing Resilience in Cooperative Multi-Agent Systems. AAMAS Thomy Phan, Thomas Gabor, Andreas Sedlmeier, Fabian Ritz, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt, Marc Zeller, Claudia Linnhoff-Popien
2020	—	`conf`	Multi-agent Reinforcement Learning for Bargaining under Risk and Asymmetric Information. ICAART (1) Kyrill Schmid, Lenz Belzner, Thomy Phan, Thomas Gabor, Claudia Linnhoff-Popien
2020	—	`conf`	Nash Equilibria in Multi-Agent Swarms. ICAART (1) Carsten Hahn, Thomy Phan, Sebastian Feld, Christoph Roch, Fabian Ritz, Andreas Sedlmeier, Thomas Gabor, Claudia Linnhoff-Popien
2020	J	`jnl`	SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning. CoRR Fabian Ritz, Thomy Phan, Robert Müller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien
2020	—	`conf`	The Dynamic Time Warping Distance Measure as Q U BO Formulation. ICCCS Sebastian Feld, Christoph Roch, Thomas Gabor, Xiao-Ting Michelle To, Claudia Linnhoff-Popien
2020	—	`conf`	The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline. ICSE (Workshops) Thomas Gabor, Leo Sünkel, Fabian Ritz, Thomy Phan, Lenz Belzner, Christoph Roch, Sebastian Feld, Claudia Linnhoff-Popien
2020	J	`jnl`	The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline. CoRR Thomas Gabor, Leo Sünkel, Fabian Ritz, Thomy Phan, Lenz Belzner, Christoph Roch, Sebastian Feld, Claudia Linnhoff-Popien
2020	—	`conf`	The U Q Platform: A U nifed Approach To Q uantum Annealing. ICCCS Thomas Gabor, Sebastian Zielinski, Christoph Roch, Sebastian Feld, Claudia Linnhoff-Popien
2020	J	`jnl`	The scenario coevolution paradigm: adaptive quality assurance for adaptive systems. Int. J. Softw. Tools Technol. Transf. 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
2020	C	`conf`	Towards Ecosystem Management from Greedy Reinforcement Learning in a Predator-Prey Setting. ALIFE Fabian Ritz, Felix Hohnstein, Robert Müller, Thomy Phan, Thomas Gabor, Carsten Hahn, Claudia Linnhoff-Popien
2020	J	`jnl`	Uncertainty-Based Out-of-Distribution Classification in Deep Reinforcement Learning. CoRR Andreas Sedlmeier, Thomas Gabor, Thomy Phan, Lenz Belzner, Claudia Linnhoff-Popien
2020	—	`conf`	Uncertainty-based Out-of-Distribution Classification in Deep Reinforcement Learning. ICAART (2) Andreas Sedlmeier, Thomas Gabor, Thomy Phan, Lenz Belzner, Claudia Linnhoff-Popien
2019	J	`jnl`	A Hybrid Solution Method for the Capacitated Vehicle Routing Problem Using a Quantum Annealer. Frontiers ICT Sebastian Feld, Christoph Roch, Thomas Gabor, Christian Seidel, Florian Neukart, Isabella Galter, Wolfgang Mauerer, Claudia Linnhoff-Popien
2019	J	`jnl`	A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games. CoRR Christoph Roch, Thomy Phan, Sebastian Feld, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
2019	J	`jnl`	Adapting Quality Assurance to Adaptive Systems: The Scenario Coevolution Paradigm. CoRR Thomas Gabor, Marie Kiermeier, Andreas Sedlmeier, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt
2019	A*	`conf`	Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning. IJCAI Thomy Phan, Thomas Gabor, Robert Müller, Christoph Roch, Claudia Linnhoff-Popien
2019	J	`jnl`	Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning. CoRR Thomy Phan, Thomas Gabor, Robert Müller, Christoph Roch, Claudia Linnhoff-Popien
2019	J	`jnl`	Assessing Solution Quality of 3SAT on a Quantum Annealing Platform. CoRR Thomas Gabor, Sebastian Zielinski, Sebastian Feld, Christoph Roch, Christian Seidel, Florian Neukart, Isabella Galter, Wolfgang Mauerer, Claudia Linnhoff-Popien
2019	J	`jnl`	Benchmarking Surrogate-Assisted Genetic Recommender Systems. CoRR Thomas Gabor, Philipp Altmann
2019	—	`conf`	Benchmarking surrogate-assisted genetic recommender systems. GECCO (Companion) Thomas Gabor, Philipp Altmann
2019	A	`conf`	Distributed Policy Iteration for Scalable Approximation of Cooperative Multi-Agent Policies. AAMAS Thomy Phan, Kyrill Schmid, Lenz Belzner, Thomas Gabor, Sebastian Feld, Claudia Linnhoff-Popien
2019	J	`jnl`	Distributed Policy Iteration for Scalable Approximation of Cooperative Multi-Agent Policies. CoRR Thomy Phan, Kyrill Schmid, Lenz Belzner, Thomas Gabor, Sebastian Feld, Claudia Linnhoff-Popien
2019	J	`jnl`	Emergent Escape-based Flocking Behavior using Multi-Agent Reinforcement Learning. CoRR Carsten Hahn, Thomy Phan, Thomas Gabor, Lenz Belzner, Claudia Linnhoff-Popien
2019	C	`conf`	Emergent Escape-based Flocking behavior using Multi-Agent Reinforcement Learning. ALIFE Carsten Hahn, Thomy Phan, Thomas Gabor, Lenz Belzner, Claudia Linnhoff-Popien
2019	J	`jnl`	Integration and Evaluation of Quantum Accelerators for Data-Driven User Functions. CoRR Thomas Hubregtsen, Christoph Segler, Josef Pichlmeier, Aritra Sarkar, Thomas Gabor, Koen Bertels
2019	A	`conf`	Optimizing evolutionary CSG tree extraction. GECCO Markus Friedrich, Pierre-Alain Fayolle, Thomas Gabor, Claudia Linnhoff-Popien
2019	A	`conf`	Scenario co-evolution for reinforcement learning on a grid world smart factory domain. GECCO Thomas Gabor, Andreas Sedlmeier, Marie Kiermeier, Thomy Phan, Marcel Henrich, Monika Pichlmair, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt
2019	C	`conf`	Self-Replication in Neural Networks. ALIFE Thomas Gabor, Steffen Illium, Andy Mattausch, Lenz Belzner, Claudia Linnhoff-Popien
2019	A*	`conf`	Subgoal-Based Temporal Abstraction in Monte-Carlo Tree Search. IJCAI Thomas Gabor, Jan Peter, Thomy Phan, Christian Meyer, Claudia Linnhoff-Popien
2019	J	`jnl`	Uncertainty-Based Out-of-Distribution Detection in Deep Reinforcement Learning. CoRR Andreas Sedlmeier, Thomas Gabor, Thomy Phan, Lenz Belzner, Claudia Linnhoff-Popien
2018	—	`conf`	Action Markets in Deep Multi-Agent Reinforcement Learning. ICANN (2) Kyrill Schmid, Lenz Belzner, Thomas Gabor, Thomy Phan
2018	—	`conf`	Adapting Quality Assurance to Adaptive Systems: The Scenario Coevolution Paradigm. ISoLA (3) Thomas Gabor, Marie Kiermeier, Andreas Sedlmeier, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt
2018	J	`jnl`	Inheritance-Based Diversity Measures for Explicit Convergence Control in Evolutionary Algorithms. CoRR Thomas Gabor, Lenz Belzner, Claudia Linnhoff-Popien
2018	A	`conf`	Inheritance-based diversity measures for explicit convergence control in evolutionary algorithms. GECCO Thomas Gabor, Lenz Belzner, Claudia Linnhoff-Popien
2018	A	`conf`	Leveraging Statistical Multi-Agent Online Planning with Emergent Value Function Approximation. AAMAS Thomy Phan, Lenz Belzner, Thomas Gabor, Kyrill Schmid
2018	J	`jnl`	Leveraging Statistical Multi-Agent Online Planning with Emergent Value Function Approximation. CoRR Thomy Phan, Lenz Belzner, Thomas Gabor, Kyrill Schmid
2018	—	`conf`	Mutation-Based Test Suite Evolution for Self-Organizing Systems. ISoLA (3) André Reichstaller, Thomas Gabor, Alexander Knapp
2018	—	`conf`	Preparing for the Unexpected: Diversity Improves Planning Resilience in Evolutionary Algorithms. ICAC Thomas Gabor, Lenz Belzner, Thomy Phan, Kyrill Schmid
2018	J	`jnl`	Preparing for the Unexpected: Diversity Improves Planning Resilience in Evolutionary Algorithms. CoRR Thomas Gabor, Lenz Belzner, Thomy Phan, Kyrill Schmid
2018	Misc	`conf`	Risk-Sensitivity in Simulation Based Online Planning. KI Kyrill Schmid, Lenz Belzner, Marie Kiermeier, Alexander Neitz, Thomy Phan, Thomas Gabor, Claudia Linnhoff
2018	J	`jnl`	The Sharer's Dilemma in Collective Adaptive Systems of Self-Interested Agents. CoRR Lenz Belzner, Kyrill Schmid, Thomy Phan, Thomas Gabor, Martin Wirsing
2018	—	`conf`	The Sharer's Dilemma in Collective Adaptive Systems of Self-interested Agents. ISoLA (3) Lenz Belzner, Kyrill Schmid, Thomy Phan, Thomas Gabor, Martin Wirsing
2017	—	`conf`	Assessing Solution Quality of 3SAT on a Quantum Annealing Platform. QTOP@NetSys Thomas Gabor, Sebastian Zielinski, Sebastian Feld, Christoph Roch, Christian Seidel, Florian Neukart, Isabella Galter, Wolfgang Mauerer, Claudia Linnhoff-Popien
2017	—	`conf`	Bayesian Verification under Model Uncertainty. SEsCPS@ICSE Lenz Belzner, Thomas Gabor
2017	J	`jnl`	Bayesian Verification under Model Uncertainty. CoRR Lenz Belzner, Thomas Gabor
2017	J	`jnl`	Genealogical Distance as a Diversity Estimate in Evolutionary Algorithms. CoRR Thomas Gabor, Lenz Belzner
2017	—	`conf`	Genealogical distance as a diversity estimate in evolutionary algorithms. GECCO (Companion) Thomas Gabor, Lenz Belzner
2017	J	`jnl`	QoS-Aware Multi-Armed Bandits. CoRR Lenz Belzner, Thomas Gabor
2017	J	`jnl`	Scalable Multiagent Coordination with Distributed Online Open Loop Planning. CoRR Lenz Belzner, Thomas Gabor
2017	J	`jnl`	Software Engineering for Smart Cyber-Physical Systems: Challenges and Promising Solutions. ACM SIGSOFT Softw. Eng. Notes Tomás Bures, Danny Weyns, Bradley R. Schmerl, Eduardo Tovar, Eric Boden, Thomas Gabor, Ilias Gerostathopoulos, Pragya Gupta, Eunsuk Kang, Alessia Knauss, Pankesh Patel, Awais Rashid, Ivan Ruchkin, Roykrong Sukkerd, Christos Tsigkanos
2017	—	`conf`	Stacked Thompson Bandits. SEsCPS@ICSE Lenz Belzner, Thomas Gabor
2017	J	`jnl`	Stacked Thompson Bandits. CoRR Lenz Belzner, Thomas Gabor
2016	—	`conf`	A Simulation-Based Architecture for Smart Cyber-Physical Systems. ICAC Thomas Gabor, Lenz Belzner, Marie Kiermeier, Michael Till Beck, Alexander Neitz
2016	J	`jnl`	Continuous Collaboration for Changing Environments. LNCS Trans. Found. Mastering Chang. Matthias M. Hölzl, Thomas Gabor
2016	—	`conf`	QoS-Aware Multi-armed Bandits. FAS*W@SASO/ICCAC Lenz Belzner, Thomas Gabor
2016	—	`conf`	Software engineering for distributed autonomous real-time systems. SEsCPS@ICSE Lenz Belzner, Michael Till Beck, Thomas Gabor, Harald Roelle, Horst Sauer
2015	—	`conf`	Continuous Collaboration: A Case Study on the Development of an Adaptive Cyber-physical System. SEsCPS@ICSE Matthias M. Hölzl, Thomas Gabor
2015	—	`ch.`	Reasoning and Learning for Awareness and Adaptation. The ASCENS Approach Matthias M. Hölzl, Thomas Gabor
2015	J	`jnl`	Software Engineering for Smart Cyber-Physical Systems - Towards a Research Agenda: Report on the First International Workshop on Software Engineering for Smart CPS. ACM SIGSOFT Softw. Eng. Notes Tomás Bures, Danny Weyns, Christian Berger, Stefan Biffl, Marian Daun, Thomas Gabor, David Garlan, Ilias Gerostathopoulos, Christine Julien, Filip Krikava, Richard Mordinyi, Nikos Pronios