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Philipp Altmann

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

36

Venues

9

Active years

2019–2026

Best venue rank

A*

Where they publish

Papers

36 indexed papers, newest first.

YearVenueTitleAuthors
2026ICAARTInvestigating the Lottery Ticket Hypothesis for Variational Quantum Circuits.Michael Klle, Leonhard Klingert, Julian Schnberger, Philipp Altmann, Tobias Rohe, Claudia Linnhoff-Popien
2026ICAARTQuantum Architecture Search for Solving Quantum Machine Learning Tasks.Michael Klle, Simon Salfer, Tobias Rohe, Philipp Altmann, Claudia Linnhoff-Popien
2025GECCOQuantum Circuit Construction and Optimization through Hybrid Evolutionary Algorithms.Leo Snkel, Philipp Altmann, Michael Klle, Gerhard Stenzel, Thomas Gabor, Claudia Linnhoff-Popien
2025ICAARTPIMAEX: Multi-Agent Exploration Through Peer Incentivization.Michael Klle, Johannes Tochtermann, Julian Schnberger, Gerhard Stenzel, Philipp Altmann, Claudia Linnhoff-Popien
2025ICAARTMEDIATE: Mutually Endorsed Distributed Incentive Acknowledgment Token Exchange.Philipp Altmann, Katharina Winter, Michael Klle, Maximilian Zorn, Claudia Linnhoff-Popien
2025ICAARTSwarm Behavior Cloning.Jonas Nlein, Maximilian Zorn, Philipp Altmann, Claudia Linnhoff-Popien
2025ICAARTQandle: Accelerating State Vector Simulation Using Gate-Matrix Caching and Circuit Splitting.Gerhard Stenzel, Sebastian Zielinski, Michael Klle, Philipp Altmann, Jonas Nlein, Thomas Gabor
2025ICAPSQuality Diversity for Variational Quantum Circuit Optimization.Maximilian Zorn, Jonas Stein, Maximilian Balthasar Mansky, Philipp Altmann, Michael Klle, Claudia Linnhoff-Popien
2024GECCOFinal Productive Fitness for Surrogates in Evolutionary Algorithms.Maximilian Zorn, Sarah Gerner, Philipp Altmann, Thomas Gabor
2024ICAARTQuantum Advantage Actor-Critic for Reinforcement Learning.Michael Klle, Mohamad Hgog, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
2024ICAARTDisentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures.Michael Klle, Jonas Maurer, Philipp Altmann, Leo Snkel, Jonas Stein, Claudia Linnhoff-Popien
2024ICAARTBenchmarking Quantum Surrogate Models on Scarce and Noisy Data.Jonas Stein, Michael Poppel, Philip Adamczyk, Ramona Fabry, Zixin Wu, Michael Klle, Jonas Nlein, Danille Schuman, Philipp Altmann, Thomas Ehmer, Vijay Narasimhan, Claudia Linnhoff-Popien
2024ICAARTImproving Parameter Training for VQEs by Sequential Hamiltonian Assembly.Jonas Stein, Navid Roshani, Maximilian Zorn, Philipp Altmann, Michael Klle, Claudia Linnhoff-Popien
2024ICAARTA Reinforcement Learning Environment for Directed Quantum Circuit Synthesis.Michael Klle, Tom Schubert, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
2024ICAARTMulti-Agent Quantum Reinforcement Learning Using Evolutionary Optimization.Michael Klle, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nlein, Claudia Linnhoff-Popien
2024ICAARTQuantum Transfer Learning: The Impact of Classical Preprocessing.Michael Klle, Jonas Maurer, Philipp Altmann, Leo Snkel, Jonas Stein, Julian Hager, Sebastian Zielinski, Claudia Linnhoff-Popien
2024ICAARTArchitectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization.Michael Klle, Karola Schneider, Sabrina Egger, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nlein, Claudia Linnhoff-Popien
2024ICAARTSequential Hamiltonian Assembly: Enhancing the Training of Combinatorial Optimization Problems on Quantum Computers.Navid Roshani, Jonas Stein, Maximilian Zorn, Michael Klle, Philipp Altmann, Claudia Linnhoff-Popien
2024ICAARTQuantum Federated Learning for Image Classification.Leo Snkel, Philipp Altmann, Michael Klle, Thomas Gabor
2024IJCCIREACT: Revealing Evolutionary Action Consequence Trajectories for Interpretable Reinforcement Learning.Philipp Altmann, Cline Davignon, Maximilian Zorn, Fabian Ritz, Claudia Linnhoff-Popien, Thomas Gabor
2024IJCCIFinding Strong Lottery Ticket Networks with Genetic Algorithms.Philipp Altmann, Julian Schnberger, Maximilian Zorn, Thomas Gabor
2024ISoLAEmergence in Multi-agent Systems: A Safety Perspective.Philipp Altmann, Julian Schnberger, Steffen Illium, Maximilian Zorn, Fabian Ritz, Tom Haider, Simon Burton, Thomas Gabor
2024QCEChallenges for Reinforcement Learning in Quantum Circuit Design.Philipp Altmann, Jonas Stein, Michael Klle, Adelina Brligea, Maximilian Zorn, Thomas Gabor, Thomy Phan, Sebastian Feld, Claudia Linnhoff-Popien
2024QCEOptimizing Variational Quantum Circuits Using Metaheuristic Strategies in Reinforcement Learning.Michael Klle, Daniel Seidl, Maximilian Zorn, Philipp Altmann, Jonas Stein, Thomas Gabor
2024QCEOn the Quantum Impact in Hybrid Classical-Quantum Transfer Learning.Leo Snkel, Philipp Altmann, Michael Klle, Thomas Gabor
2024QCECohesive Quantum Circuit Layer Construction with Reinforcement Learning.Maximilian Zorn, Jonas Stein, Philipp Altmann, Michael Klle, Claudia Linnhoff-Popien, Thomas Gabor
2024VECoSSEGym: Optimizing Large Language Model Assisted Software Engineering Agents with Reinforcement Learning.Gerhard Stenzel, Kyrill Schmid, Michael Klle, Philipp Altmann, Marian Lingsch Rosenfeld, Maximilian Zorn, Tim Bcher, Thomas Gabor, Martin Wirsing, Lenz Belzner
2023ICAARTSEQUENT: Towards Traceable Quantum Machine Learning Using Sequential Quantum Enhanced Training.Philipp Altmann, Leo Snkel, Jonas Stein, Tobias Mller, Christoph Roch, Claudia Linnhoff-Popien
2023ICAARTLearning to Participate Through Trading of Reward Shares.Michael Klle, Tim Matheis, Philipp Altmann, Kyrill Schmid
2023ICMLAttention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability.Thomy Phan, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Nlein, Michael Klle, Thomas Gabor, Claudia Linnhoff-Popien
2023IJCAICROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing.Philipp Altmann, Fabian Ritz, Leonard Feuchtinger, Jonas Nlein, Claudia Linnhoff-Popien, Thomy Phan
2023QCETowards Transfer Learning for Large-Scale Image Classification Using Annealing-Based Quantum Boltzmann Machines.Danille Schuman, Leo Snkel, Philipp Altmann, Jonas Stein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien
2023QCEHybrid Quantum Machine Learning Assisted Classification of COVID-19 from Computed Tomography Scans.Leo Snkel, Darya Martyniuk, Julia J. Reichwald, Andrei Morariu, Raja Havish Seggoju, Philipp Altmann, Christoph Roch, Adrian Paschke
2022ICAARTTowards Multi-agent Reinforcement Learning using Quantum Boltzmann Machines.Tobias Mller, Christoph Roch, Kyrill Schmid, Philipp Altmann
2022ISoLACapturing Dependencies Within Machine Learning via a Formal Process Model.Fabian Ritz, Thomy Phan, Andreas Sedlmeier, Philipp Altmann, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien, Thomas Gabor
2019GECCOBenchmarking surrogate-assisted genetic recommender systems.Thomas Gabor, Philipp Altmann