From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents

X Mou, X Ding, Q He, L Wang, J Liang, X Zhang… - arxiv preprint arxiv …, 2024 - arxiv.org
Traditional sociological research often relies on human participation, which, though
effective, is expensive, challenging to scale, and with ethical concerns. Recent …

Multi-Agent Collaboration Mechanisms: A Survey of LLMs

KT Tran, D Dao, MD Nguyen, QV Pham… - arxiv preprint arxiv …, 2025 - arxiv.org
With recent advances in Large Language Models (LLMs), Agentic AI has become
phenomenal in real-world applications, moving toward multiple LLM-based agents to …

Multi-agent KTO: Reinforcing Strategic Interactions of Large Language Model in Language Game

R Ye, Y Zhang, Y Zhang, H Kuang, Z Wei… - arxiv preprint arxiv …, 2025 - arxiv.org
Achieving Artificial General Intelligence (AGI) requires AI agents that can not only make
stratigic decisions but also engage in flexible and meaningful communication. Inspired by …