Search Results for author: Bernhard Sendhoff

Found 4 papers, 1 papers with code

To Help or Not to Help: LLM-based Attentive Support for Human-Robot Group Interactions

no code implementations19 Mar 2024 Daniel Tanneberg, Felix Ocker, Stephan Hasler, Joerg Deigmoeller, Anna Belardinelli, Chao Wang, Heiko Wersing, Bernhard Sendhoff, Michael Gienger

In addition to following user instructions, Attentive Support is capable of deciding when and how to support the humans, and when to remain silent to not disturb the group.

Common Sense Reasoning

Large Language and Text-to-3D Models for Engineering Design Optimization

no code implementations3 Jul 2023 Thiago Rios, Stefan Menzel, Bernhard Sendhoff

The current advances in generative AI for learning large neural network models with the capability to produce essays, images, music and even 3D assets from text prompts create opportunities for a manifold of disciplines.

Text to 3D

Knowledge Transfer for Dynamic Multi-objective Optimization with a Changing Number of Objectives

no code implementations19 Jun 2023 Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao

Different from most other dynamic multi-objective optimization problems (DMOPs), DMOPs with a changing number of objectives usually result in expansion or contraction of the Pareto front or Pareto set manifold.

Transfer Learning

A Novel Generalised Meta-Heuristic Framework for Dynamic Capacitated Arc Routing Problems

1 code implementation14 Apr 2021 Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao

The few existing studies are limited by the dynamic scenarios considered, and by overly complicated algorithms that are unable to benefit from the wealth of contributions provided by the existing CARP literature.

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