The paper proposes a MARL-centered three-layer reference architecture for LLM augmentation in smart manufacturing, with a conditional allocation: MARL for frequent coordination, LLMs for semantic, reward, and planning roles.
Ajay Bandi, Bhavani Kongari, Roshini Naguru, Sahitya Pasnoor, and Sri Vidya Vilipala
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A MARL Centered Reference Architecture for Large Language Model Augmentation in Smart Manufacturing
The paper proposes a MARL-centered three-layer reference architecture for LLM augmentation in smart manufacturing, with a conditional allocation: MARL for frequent coordination, LLMs for semantic, reward, and planning roles.