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Dusan Dokic; Hannah Stein; Sabine Janzen; Wolfgang Maaß

Towards Energy-Efficient Large-Scale Artificial Intelligence for Sustainable Data Centers

In: INFORMATIK 2023. Jahrestagung der Gesellschaft für Informatik (INFORMATIK-2023), 11. Workshop Umweltinformatik zwischen Nachhaltigkeit und Wandel, …
Wei Jiang; Hans Dieter Schotten

Terahertz-Enpowered Communications and Sensing in 6G Systems: Opportunities and Challenges

In: IEEE ICCC. IEEE International Conference on Computer and Communications (ICCC-2023), December 8-11, Chengdu, China, IEEE, 12/2023.
Adrian Auer; Lisa Gutzeit; Frank Kirchner

CoBaIR: A Python Library for Context-Based Intention Recognition in Human-Robot-Interaction

In: 2023 32nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN). IEEE International Conference on Robot and Human …
David Jilg; Joscha Grüger; Tobias Geyer; Ralph Bergmann

DALG: The Data Aware Event Log Generator

In: BPM 2023 Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Forum. BPM Demo Track (BPMTracks-2023), Ceur-WS, 2023.
Jihao Andreas Lin; Joe Watson; Pascal Klink; Jan Peters

Function-Space Regularization for Deep Bayesian Classification

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2307.06055, Pages 0-10, arXiv, 2023.
Johanna Bethge; Maik Pfefferkorn; Alexander Rose; Jan Peters; Rolf Findeisen

Model Predictive Control with Gaussian-Process-Supported Dynamical Constraints for Autonomous Vehicles

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2303.04725, Pages 0-10, arXiv, 2023.
An T. Le; Kay Hansel; Jan Peters; Georgia Chalvatzaki

Hierarchical Policy Blending As Optimal Transport

In: Nikolai Matni; Manfred Morari; George J. Pappas (Hrsg.). Proceedings of The 5th Annual Learning for Dynamics and Control Conference. Learning for …
Daniel Palenicek; Michael Lutter; Joao Carvalho; Jan Peters

Diminishing Return of Value Expansion Methods in Model-Based Reinforcement Learning

In: The Eleventh International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2023), …
Mohamed Selim; Pablo López de Uralde; Jon Mata; Eider Gorostegui-Colinas; Beatriz Chicote; Alain Pagani; Didier Stricker

Vision-Based Ladle Monitoring System for Steel Factories

In: Proceedings of the 1st European Symposium on Artificial Intelligence in Manufacturing. European Symposium on Artificial Intelligence in …
Felix Theusch; Lukas Seemann; Achim Guldner; Stefan Naumann; Ralph Bergmann

Towards Machine Learning-based Digital Twins in Cyber-Physical Systems

In: Gianfranco Lombardo; Marco Picone; Diego Reforgiato Recupero; Giuseppe Vizzari (Hrsg.). Proceedings of The First Workshop on AI for Digital Twins …

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