Philipp Altmann

76 papers A* 3A 3C 2Misc 6Journal 37Unranked 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dynamic Incentivized Cooperation under Changing Rewards.
CoRR
Philipp Altmann, Thomy Phan, Maximilian Zorn, Claudia Linnhoff-Popien, Sven Koenig
2026 — conf
Investigating the Lottery Ticket Hypothesis for Variational Quantum Circuits.
ICAART (3)
Michael Kölle, Leonhard Klingert, Julian Schönberger, Philipp Altmann, Tobias Rohe, Claudia Linnhoff-Popien
2026 — conf
Quantum Architecture Search for Solving Quantum Machine Learning Tasks.
ICAART (2)
Michael Kölle, Simon Salfer, Tobias Rohe, Philipp Altmann, Claudia Linnhoff-Popien
2026 J jnl
Quantum Generator Kernels.
CoRR
Philipp Altmann, Maximilian Balthasar Mansky, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
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 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
Investigating the Lottery Ticket Hypothesis for Variational Quantum Circuits.
CoRR
Michael Kölle, Leonhard Klingert, Julian Schönberger, Philipp Altmann, Tobias Rohe, Claudia Linnhoff-Popien
2025 — conf
MEDIATE: Mutually Endorsed Distributed Incentive Acknowledgment Token Exchange.
ICAART (1)
Philipp Altmann, Katharina Winter, Michael Kölle, Maximilian Zorn, Claudia Linnhoff-Popien
2025 — conf
PIMAEX: Multi-Agent Exploration Through Peer Incentivization.
ICAART (1)
Michael Kölle, Johannes Tochtermann, Julian Schönberger, Gerhard Stenzel, Philipp Altmann, Claudia Linnhoff-Popien
2025 J jnl
PIMAEX: Multi-Agent Exploration through Peer Incentivization.
CoRR
Michael Kölle, Johannes Tochtermann, Julian Schönberger, Gerhard Stenzel, Philipp Altmann, Claudia Linnhoff-Popien
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 J jnl
Quantum Architecture Search for Solving Quantum Machine Learning Tasks.
CoRR
Michael Kölle, Simon Salfer, Tobias Rohe, Philipp Altmann, Claudia Linnhoff-Popien
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
Surrogate Fitness Metrics for Interpretable Reinforcement Learning.
CoRR
Philipp Altmann, Céline Davignon, Maximilian Zorn, Fabian Ritz, Claudia Linnhoff-Popien, Thomas Gabor
2025 — conf
Swarm Behavior Cloning.
ICAART (1)
Jonas Nüßlein, Maximilian Zorn, Philipp Altmann, Claudia Linnhoff-Popien
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 Reinforcement Learning Environment for Directed Quantum Circuit Synthesis.
ICAART (1)
Michael Kölle, Tom Schubert, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
2024 J jnl
A Reinforcement Learning Environment for Directed Quantum Circuit Synthesis.
CoRR
Michael Kölle, Tom Schubert, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
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 — conf
Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization.
ICAART (Revised Selected Paper, 1)
Michael Kölle, Karola Schneider, Sabrina Egger, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nüßlein, Claudia Linnhoff-Popien
2024 J jnl
Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization.
CoRR
Michael Kölle, Karola Schneider, Sabrina Egger, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nüßlein, Claudia Linnhoff-Popien
2024 — conf
Benchmarking Quantum Surrogate Models on Scarce and Noisy Data.
ICAART (3)
Jonas Stein, Michael Poppel, Philip Adamczyk, Ramona Fabry, Zixin Wu, Michael Kölle, Jonas Nüßlein, Daniëlle Schuman, Philipp Altmann, Thomas Ehmer, Vijay Narasimhan, Claudia Linnhoff-Popien
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 — conf
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures.
ICAART (3)
Michael Kölle, Jonas Maurer, Philipp Altmann, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien
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 J jnl
Emergent cooperation from mutual acknowledgment exchange in multi-agent reinforcement learning.
Auton. Agents Multi Agent Syst.
Thomy Phan, Felix Sommer, Fabian Ritz, Philipp Altmann, Jonas Nüßlein, Michael Kölle, Lenz Belzner, Claudia Linnhoff-Popien
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 — conf
Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly.
ICAART (2)
Jonas Stein, Navid Roshani, Maximilian Zorn, Philipp Altmann, Michael Kölle, Claudia Linnhoff-Popien
2024 J jnl
MEDIATE: Mutually Endorsed Distributed Incentive Acknowledgment Token Exchange.
CoRR
Philipp Altmann, Katharina Winter, Michael Kölle, Maximilian Zorn, Thomy Phan, Claudia Linnhoff-Popien
2024 — conf
Multi-Agent Quantum Reinforcement Learning Using Evolutionary Optimization.
ICAART (1)
Michael Kölle, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nüßlein, Claudia Linnhoff-Popien
2024 Misc conf
On the Quantum Impact in Hybrid Classical-Quantum Transfer Learning.
QCE
Leo Sünkel, Philipp Altmann, Michael Kölle, Thomas Gabor
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 — conf
Quantum Advantage Actor-Critic for Reinforcement Learning.
ICAART (1)
Michael Kölle, Mohamad Hgog, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
2024 J jnl
Quantum Advantage Actor-Critic for Reinforcement Learning.
CoRR
Michael Kölle, Mohamad Hgog, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
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 — conf
Quantum Transfer Learning: The Impact of Classical Preprocessing.
ICAART (Revised Selected Paper, 1)
Michael Kölle, Jonas Maurer, Philipp Altmann, Leo Sünkel, Jonas Stein, Julian Hager, Sebastian Zielinski, Claudia Linnhoff-Popien
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 — conf
Sequential Hamiltonian Assembly: Enhancing the Training of Combinatorial Optimization Problems on Quantum Computers.
ICAART (Revised Selected Paper, 1)
Navid Roshani, Jonas Stein, Maximilian Zorn, Michael Kölle, Philipp Altmann, Claudia Linnhoff-Popien
2024 J jnl
Sequential Hamiltonian Assembly: Enhancing the training of combinatorial optimization problems on quantum computers.
CoRR
Navid Roshani, Jonas Stein, Maximilian Zorn, Michael Kölle, Philipp Altmann, Claudia Linnhoff-Popien
2024 J jnl
Swarm Behavior Cloning.
CoRR
Jonas Nüßlein, Maximilian Zorn, Philipp Altmann, 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
CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing.
IJCAI
Philipp Altmann, Fabian Ritz, Leonard Feuchtinger, Jonas Nüßlein, Claudia Linnhoff-Popien, Thomy Phan
2023 J jnl
CROP: Towards Distributional-Shift Robust Reinforcement Learning using Compact Reshaped Observation Processing.
CoRR
Philipp Altmann, Fabian Ritz, Leonard Feuchtinger, Jonas Nüßlein, Claudia Linnhoff-Popien, Thomy Phan
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
Combining the QAOA and HHL Algorithm to achieve a Substantial Quantum Speedup for the Unit Commitment Problem.
CoRR
Jonas Stein, Jezer Jojo, Afrah Farea, David Bucher, Philipp Altmann, 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 J jnl
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures.
CoRR
Michael Kölle, Jonas Maurer, Philipp Altmann, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien
2023 Misc conf
Hybrid Quantum Machine Learning Assisted Classification of COVID-19 from Computed Tomography Scans.
QCE
Leo Sünkel, Darya Martyniuk, Julia J. Reichwald, Andrei Morariu, Raja Havish Seggoju, Philipp Altmann, Christoph Roch, Adrian Paschke
2023 J jnl
Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly.
CoRR
Jonas Stein, Navid Roshani, Maximilian Zorn, Philipp Altmann, Michael Kölle, Claudia Linnhoff-Popien
2023 — conf
Learning to Participate Through Trading of Reward Shares.
ICAART (1)
Michael Kölle, Tim Matheis, Philipp Altmann, Kyrill Schmid
2023 J jnl
Learning to Participate through Trading of Reward Shares.
CoRR
Michael Kölle, Tim Matheis, Philipp Altmann, Kyrill Schmid
2023 J jnl
Multi-Agent Quantum Reinforcement Learning using Evolutionary Optimization.
CoRR
Michael Kölle, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nüßlein, Claudia Linnhoff-Popien
2023 J jnl
Quantum Surrogate Modeling for Chemical and Pharmaceutical Development.
CoRR
Jonas Stein, Michael Poppel, Philip Adamczyk, Ramona Fabry, Zixin Wu, Michael Kölle, Jonas Nüßlein, Daniëlle Schuman, Philipp Altmann, Thomas Ehmer, Vijay Narasimhan, Claudia Linnhoff-Popien
2023 — conf
SEQUENT: Towards Traceable Quantum Machine Learning Using Sequential Quantum Enhanced Training.
ICAART (3)
Philipp Altmann, Leo Sünkel, Jonas Stein, Tobias Müller, Christoph Roch, Claudia Linnhoff-Popien
2023 J jnl
SEQUENT: Towards Traceable Quantum Machine Learning using Sequential Quantum Enhanced Training.
CoRR
Philipp Altmann, Leo Sünkel, Jonas Stein, Tobias Müller, Christoph Roch, Claudia Linnhoff-Popien
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 — 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 A conf
Emergent Cooperation from Mutual Acknowledgment Exchange.
AAMAS
Thomy Phan, Felix Sommer, Philipp Altmann, Fabian Ritz, Lenz Belzner, Claudia Linnhoff-Popien
2022 — conf
Towards Multi-agent Reinforcement Learning using Quantum Boltzmann Machines.
ICAART (1)
Tobias Müller, Christoph Roch, Kyrill Schmid, Philipp Altmann
2021 J jnl
Towards Multi-Agent Reinforcement Learning using Quantum Boltzmann Machines.
CoRR
Tobias Müller, Christoph Roch, Kyrill Schmid, Philipp Altmann
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
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