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cs.MA2025
Emergent Social Dynamics of LLM Agents in the El Farol Bar Problem
Ryosuke Takata, Atsushi Masumori, Takashi Ikegami
We investigate the emergent social dynamics of Large Language Model (LLM) agents in a spatially extended El Farol Bar problem, observing how they autonomously navigate this classic…
cs.MA2024
Evolution of Collective AI Beyond Individual Optimization
Ryosuke Takata, Yujin Tang, Yingtao Tian +3
This study investigates collective behaviors that emerge from a group of homogeneous individuals optimized for a specific capability. We created a group of simple, identical neural…