Fabian Ritz
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
17
Venues
8
Active years
2019–2025
Best venue rank
A*
Where they publish
Papers
17 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICAART | Optimizing Sensor Redundancy in Sequential Decision-Making Problems. | Jonas Nlein, Maximilian Zorn, Fabian Ritz, Jonas Stein, Gerhard Stenzel, Julian Schnberger, Thomas Gabor, Claudia Linnhoff-Popien |
| 2024 | ICAART | Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics Through Multi-Agent Reinforcement Learning Algorithms. | Michael Klle, Yannick Erpelding, Fabian Ritz, Thomy Phan, Steffen Illium, Claudia Linnhoff-Popien |
| 2024 | ICAART | Quantum Advantage Actor-Critic for Reinforcement Learning. | Michael Klle, Mohamad Hgog, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien |
| 2024 | IJCCI | REACT: Revealing Evolutionary Action Consequence Trajectories for Interpretable Reinforcement Learning. | Philipp Altmann, Cline Davignon, Maximilian Zorn, Fabian Ritz, Claudia Linnhoff-Popien, Thomas Gabor |
| 2024 | ISoLA | Emergence in Multi-agent Systems: A Safety Perspective. | Philipp Altmann, Julian Schnberger, Steffen Illium, Maximilian Zorn, Fabian Ritz, Tom Haider, Simon Burton, Thomas Gabor |
| 2023 | ICML | Attention-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 |
| 2023 | IJCAI | CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing. | Philipp Altmann, Fabian Ritz, Leonard Feuchtinger, Jonas Nlein, Claudia Linnhoff-Popien, Thomy Phan |
| 2022 | ISoLA | Capturing 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 |
| 2021 | AAAI | Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition. | Thomy Phan, Lenz Belzner, Thomas Gabor, Andreas Sedlmeier, Fabian Ritz, Claudia Linnhoff-Popien |
| 2021 | ICAART | Analysis of Feature Representations for Anomalous Sound Detection. | Robert Mller, Steffen Illium, Fabian Ritz, Kyrill Schmid |
| 2021 | ICAART | Acoustic Leak Detection in Water Networks. | Robert Mller, Steffen Illium, Fabian Ritz, Tobias Schrder, Christian Platschek, Jrg Ochs, Claudia Linnhoff-Popien |
| 2021 | ICAART | Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning. | Robert Mller, Fabian Ritz, Steffen Illium, Claudia Linnhoff-Popien |
| 2021 | ICAART | SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning. | Fabian Ritz, Thomy Phan, Robert Mller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien |
| 2021 | ICAART | Specification Aware Multi-Agent Reinforcement Learning. | Fabian Ritz, Thomy Phan, Robert Mller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien |
| 2020 | ICAART | Nash Equilibria in Multi-Agent Swarms. | Carsten Hahn, Thomy Phan, Sebastian Feld, Christoph Roch, Fabian Ritz, Andreas Sedlmeier, Thomas Gabor, Claudia Linnhoff-Popien |
| 2020 | ICSE | The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline. | Thomas Gabor, Leo Snkel, Fabian Ritz, Thomy Phan, Lenz Belzner, Christoph Roch, Sebastian Feld, Claudia Linnhoff-Popien |
| 2019 | Interspeech | Deep Neural Baselines for Computational Paralinguistics. | Daniel Elsner, Stefan Langer, Fabian Ritz, Robert Mller, Steffen Illium |