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cs.MA2026
Logic-Based Verification of Task Allocation for LLM-Enabled Multi-Agent Manufacturing Systems
Jonghan Lim, Mostafa Tavakkoli Anbarani, Rômulo Meira-Góes +1
Manufacturing industries are facing increasing product variability due to the growing demand for personalized products. Under these conditions, ensuring safety becomes challenging…
cs.MA2025
A Large Language Model-Enabled Control Architecture for Dynamic Resource Capability Exploration in Multi-Agent Manufacturing Systems
Jonghan Lim, Ilya Kovalenko
Manufacturing environments are becoming more complex and unpredictable due to factors such as demand variations and shorter product lifespans. This complexity requires real-time de…
cs.MA2024
Large Language Model-Enabled Multi-Agent Manufacturing Systems
Jonghan Lim, Birgit Vogel-Heuser, Ilya Kovalenko
Traditional manufacturing faces challenges adapting to dynamic environments and quickly responding to manufacturing changes. The use of multi-agent systems has improved adaptabilit…