Shall We Talk: Exploring Spontaneous Collaborations of Competing LLM Agents

arXiv:2402.12327v1 Announce Type: cross
Abstract: Recent advancements have shown that agents powered by large language models (LLMs) possess capabilities to simulate human behaviors and societal dynamics. However, the potential for LLM agents to spontaneously establish collaborative relationships in the absence of explicit instructions has not been studied. To address this gap, we conduct three case studies, revealing that LLM agents are capable of spontaneously forming collaborations even within competitive settings. This finding not only demonstrates the capacity of LLM agents …

agents arxiv collaborations cs.ai cs.cl cs.cy cs.ma econ.gn llm q-fin.ec talk type