Foundations of Systems AI

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1. André Meyer-Vitali

   Multi-Agent Causal Reinforcement Learning

   In: Proceedings of the 13th International Conference on Model-Based Software and Systems Engineering - MBSE-AI Integration. International Conference on Model-Driven Engineering and Software Development (MODELSWARD-2025), MBSE-AI Integration, February 26-28, Porto, Portugal, Pages 435-442, ISBN 978-989-758-729-0, SciTePress, 2/2025.

2. Afef Awadid; André Meyer-Vitali; Dominik Vereno; Maxence Gagnant

   RITSA: Toward a Retrieval-Augmented Generation System for Intelligent Transportation Systems Architecture

   In: Proceedings of the 13th International Conference on Model-Based Software and Systems Engineering - MBSE-AI Integration. International Conference on Model-Driven Engineering and Software Development (MODELSWARD-2025), MBSE-AI Integration, February 26-28, Porto, Portugal, Pages 466-473, ISBN 978-989-758-729-0, SciTePress, 2/2025.

3. Tobias Wirth; Mihai Maftei; Rosa Esther Martin Peña; Iris Merget

   Towards Trusted AI: A Blueprint for Ethics Assessment in Practice

   In: Rebekka Görge; Elena Haedecke; Maximilian Poretschkin; Anna Schmitz (Hrsg.). Symposium on Scaling AI Assessments (SAIA 2024). Symposium on Scaling AI Assessments (SAIA-2024), September 30 - October 1, Cologne, Germany, Pages 7:1-7:19, Open Access Series in Informatics (OASIcs), Vol. 126, ISBN ISSN 2190-6807, Schloss Dagstuhl – Leibniz-Zentrum für Informatik, 1/2025.

4. Sergio Genovesi; Martin Haimerl; Iris Merget; Samantha Morgaine Prange; Otto Obert; Susanna Wolf; Jens Ziehn

   Evaluating Dimensions of AI Transparency: A Comparative Study of Standards, Guidelines and the EU AI Act

   In: Rebekka Görge; Elena Haedecke; Maximilian Poretschkin; Anna Schmitz (Hrsg.). Symposium on Scaling AI Assessments (SAIA 2024). Symposium on Scaling AI Assessments (SAIA-2024), September 30 - October 1, Cologne, Germany, Pages 10:1-10:17, Open Access Series in Informatics (OASICS), Vol. 126, ISBN ISSN 2190-6807, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 1/2025.

5. Niharika Hegde; Shishir Muralidhara; René Schuster; Didier Stricker

   Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-based Semantic Segmentation

   In: IEEE Winter Conference on Applications of Computer Vision. IEEE Winter Conference on Applications of Computer Vision (WACV-2025), February 28 - March 4, Tucson, AZ, USA, IEEE, 2025.

6. Ankush Sinha; Antonio Macaluso; Matthias Klusch

   Nav-Q: Quantum Deep Reinforcement Learning for Collision-Free Navigation of Self-Driving Cars

   In: Quantum Machine Intelligence (QMI), Vol. tba, Pages 1-34, Springer, 2025.

7. Chi Zhang; Janis Sprenger; Zhongjun Ni; Christian Berger

   Predicting Pedestrian Crossing Behavior in Germany and Japan: Insights into Model Transferability

   In: IEEE Transactions on Intelligent Vehicles (T-IV), Vol. 1, Pages 1-16, IEEE, 12/2024.

8. Joshua Meyer; Alexander Rath; Ömercan Yazici; Philipp Slusallek

   MARS: Multi-sample Allocation through Russian roulette and Splitting

   In: SIGGRAPH Asia 2024 Conference Papers. ACM SiggraphAsia (SigAsia-2024), December 3-6, Tokyo, Japan, SA '24 (SA '24), ISBN 9798400711312, Association for Computing Machinery, New York, NY, USA, 12/2024.

9. Eleftherios Avramidis; Annika Grützner-Zahn; Manuel Brack; Patrick Schramowski; Pedro Ortiz Suarez; Malte Ostendorff; Fabio Barth; Shushen Manakhimova; Vivien Macketanz; Georg Rehm; Kristian Kersting

   Occiglot at WMT24: European open-source large language models evaluated on translation

   In: Philipp Koehn; Barry Haddow; Tom Kocmi; Christof Monz (Hrsg.). Proceedings of the Ninth Conference on Machine Translation. Conference on Machine Translation (WMT-24), located at EMNLP 2024, November 15-16, Miami, Florida, USA, Association for Computational Linguistics, 11/2024.

10. Kevin Herman Muraro Gularte; João Paulo Javidi da Costa; José Alfredo Ruiz Vargas; Antonio Santos da Silva; Giovanni Almeida Santos; Yuming Wang; Christian Alfons Müller; Christoph Lipps; Rafael Timóteo de Sousa; Walter de Britto Vidal Filho; Philipp Slusallek; Hans Dieter Schotten

    Integrating Cybersecurity in V2X: A Review of Simulation Environments

    In: IEEE Access (IEEE), Vol. 12, Pages 177946-177985, IEEE, 11/2024.

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