Multi-Agent Systems2 min read
Large Language Model Orchestration under Heterogeneous Preferences via Explicit Persona Inference
LLM orchestration investigates how an orchestrator coordinates a group of autonomous agents to achieve common goals or maximize collective welfare. The agents are typically heterogeneous, each holding a private preference that it pursues but does not reveal.
By Shuqing Shi, Ziyan Wang, Milind Tambe, Yali DuarXiv - cs.CL (NLP)
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Originally published by arXiv - cs.CL (NLP) on Oct 7, 2026.
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