ForecastingUS & West
Adaptive clustering for robust distributed MPC of coupled multi-agent systems
DT.ForecastarXiv — Systems and Control (eess.SY) ↗
A peer-voted social-platform testbed PV-SST is introduced to study population-level behavior of LLM agents. In a preregistered experiment with 448 trials, a feed of previous posts ranked by likes increased final-round lexical similarity, but no reliable advantage for distributed sources was found.
This work is important for understanding collective agent behavior and how social mechanisms can affect simulation outcomes.
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