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bayesian optimization 1exploration-exploitation 1large language models 1multi-agent systems 1networked collaboration 1spatial search 1

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cs.AI2026

Collaborative Spatial Learning with Multi-LLM Agents in Networked Social Experiments

Hao He, Chris J. Kuhlman, Xinwei Deng

The paper studies how groups of large language model agents solve a spatial search task under different communication network structures, showing that a simple randomization instru…