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Sebastian Schmitt , "Data re-uploading with qudits and other qudit applications", Fermilab QIS/HEP seminar, 2023.
AbstractInvited talk on published papers at the Fermilab QIS/HEP seminar. ...
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Frank Joublin, Antonello Ceravola, Jörg Deigmöller, Michael Gienger, Mathias Franzius, Julian Eggert , "A Glimpse in ChatGPT Capabilities and its impact for AI research", arXiv, 2023.
AbstractLarge language models (LLMs) have recently become a popular topic in the field of Artificial Intelligence (AI) research, with companies such as Google, Amazon, Facebook, and Apple (GAFA) investing heavily in their development. These models are trained on massive amounts of data and can be used for a wide range of tasks, including language translation, text generation, and question answering. However, the computational resources required to train ...
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Qiqi Liu, Yaochu Jin, Martin Heiderich, Tobias Rodemann , "Coordinated Adaptation of Reference Vectors and Scalarizing Functions in Evolutionary Many-objective Optimization", IEEE Transactions on Systems, Man and Cybernetics: Systems, vol. 53, no. 2, pp. 763-775, 2023.
AbstractIt is highly desirable to adapt the reference vectors to unknown Pareto fronts in decomposition based evolutionary many-objective optimization. While adapting the reference vectors enhances the diversity of the achieved solutions, it often decelerates the convergence performance. To address this dilemma, we propose to adapt the reference vectors and the scalarizing functions in a coordinated way. On the one hand, the adaptation of the reference v...
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Thomas H Weisswange, Hifza Javed, Manuel Dietrich, Tuan Vu Pham, Maria Teresa Parriera, Michael Sack, Nawid Jamali , "What Could a Social Mediator Robot Do? Lessons from Real-World Mediation Scenarios", 40th IEEE Conference on Robotics and Automation (ICRA 2023) Workshop: Towards a Balanced Cyberphysical Society: A Focus on Group Social Dynamics, 2023.
AbstractThe use of social robots as instruments for social mediation has been gaining traction in the field of Human-Robot Interaction (HRI). The design of such robots and their behaviors is often driven by technological platforms and experimental set-ups which can be created in a laboratory. To gain relevance for changing social relations of people in the real world however, it is also important to incorporate existing needs and implications of every...
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Leonore Röseler, Ingo Scholtes, Christoph Gote , "A Network Perspective on the Influence of Code Review Bots on the Structure of Developer Collaborations", 16th International Conference on Cooperative and Human Aspects of Software Engineering (CHASE 2023), 2023.
AbstractBackground: Despite a growing body of literature on the impact of software bots on open source software development teams, their effects on team communication, coordination, and collaboration practices are not well understood. Bots can have negative consequences, such as producing information overload or reducing interactions between developers. Objective: The objective of this study is to investigate the effect of specific GitHub Actions on the ...
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Christiane Attig, Tim Schrills, Markus Gödker, Christiane Wiebel, Patricia Wollstadt, Thomas Franke , "Enhancing Trust in Smart Charging Agents—The Role of Traceability for Human-Agent-Cooperation", HCI International 2023 – Late Breaking Papers. HCII 2023., vol. 14059, 2023.
AbstractIntroduction and background: The EU aims for climate neutrality by 2050, which necessitates a comprehensive transformation of the transport sector, including a 90% reduction in emissions [3]. Consequently, the demand for electric vehicles (EVs) will strongly rise within the next years. It has been argued that this demand will pose a challenge for the stability of the power grid [6] – particularly if EVs are charged with renewable electric...
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Christiane Wiebel, Matti Krüger, Patricia Wollstadt , "Measuring cooperation in Hanabi agents using information theory", International Conference on Hybrid Human-Artificial Intelligence (HHAI 2023) , 2023.
AbstractWe propose to use a novel measure from information theory, called synergistic information, to measure cooperativity between two interacting agents. The synergy quantifies joint effects of two inputs towards a target that can not be obtained from either input alone. We argue that this definition of the synergy corresponds to popular notions of cooperation from prior art. In particular, we propose to estimate the synergy between two agents' actions...
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Andreas Neofytou, Jaeyub Hyun, Thiago de Jesus de Araujo Rios, Mariusz Bujny, Stefan Menzel, Hyunsun Alicia Kim , "Coupled Multidisciplinary Topology Optimization Methodology and Platform: Noise Minimization in Vehicle Cabin using 3D Level Set Topology Optimization considering Acoustic-structure Interaction", HRI-EU, 2023.
AbstractThis report summarizes the second year research of the project Coupled Multidisciplinary Topology Optimization Methodology and Platform. The modularized level set topology optimization (LSTO) methodology developed in the first year was applied to solve a vibroacoustic optimization problem in a simplified 3D vehicle cabin considering acoustic-structure interaction. Our objective was to minimize the noise generated at different points in the cabin ...
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Linus Ekstrom, Noah Wach, Manuel Rudolph, Fred Jendrzejewski, Sebastian Schmitt , "Data re-uploading with a single qudit", European Quantum AI summer school, 2023.
AbstractPoster presentation at European Quantum AI summer school. ...
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Leonore Röseler, Ingo Scholtes, Christoph Gote , "A Network Perspective on the Influence of Code Review Bots on the Structure of Developer Collaborations", arXiv, 2023.
AbstractBackground: Despite a growing body of literature on the impact of software bots on open source software development teams, their effects on team communication, coordination, and collaboration practices are not well understood. Bots can have negative consequences, such as producing information overload or reducing interactions between developers. Objective: The objective of this study is to investigate the effect of specific GitHub Actions on the ...
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