4 papers · 1 filter
Foundation-Model-Based Agents in Industrial Automation: Purposes, Capabilities, and Open Challenges
Vincent Henkel, Felix Gehlhoff, David Kube +13
Foundation models, particularly large language models, are increasingly integrated into agent architectures for industrial tasks such as decision support, process monitoring, and e…
A Grounded Memory System For Smart Personal Assistants
Felix Ocker, Jörg Deigmöller, Pavel Smirnov +1
A wide variety of agentic AI applications - ranging from cognitive assistants for dementia patients to robotics - demand a robust memory system grounded in reality. In this paper,…
From Idea to CAD: A Language Model-Driven Multi-Agent System for Collaborative Design
Felix Ocker, Stefan Menzel, Ahmed Sadik +1
Creating digital models using Computer Aided Design (CAD) is a process that requires in-depth expertise. In industrial product development, this process typically involves entire t…
Tulip Agent -- Enabling LLM-Based Agents to Solve Tasks Using Large Tool Libraries
Felix Ocker, Daniel Tanneberg, Julian Eggert +1
We introduce tulip agent, an architecture for autonomous LLM-based agents with Create, Read, Update, and Delete access to a tool library containing a potentially large number of to…