3 papers
cs.AI2025
Capability-Driven Skill Generation with LLMs: A RAG-Based Approach for Reusing Existing Libraries and Interfaces
Luis Miguel Vieira da Silva, Aljosha Köcher, Nicolas König +2
Modern automation systems increasingly rely on modular architectures, with capabilities and skills as one solution approach. Capabilities define the functions of resources in a mac…
cs.AI2024
Toward a Method to Generate Capability Ontologies from Natural Language Descriptions
Luis Miguel Vieira da Silva, Aljosha Köcher, Felix Gehlhoff +1
To achieve a flexible and adaptable system, capability ontologies are increasingly leveraged to describe functions in a machine-interpretable way. However, modeling such complex on…
cs.AI2024
On the Use of Large Language Models to Generate Capability Ontologies
Luis Miguel Vieira da Silva, Aljosha Köcher, Felix Gehlhoff +1
Capability ontologies are increasingly used to model functionalities of systems or machines. The creation of such ontological models with all properties and constraints of capabili…