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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…
cs.AI2024
Spontaneous Emergence of Agent Individuality through Social Interactions in LLM-Based Communities
Ryosuke Takata, Atsushi Masumori, Takashi Ikegami
We study the emergence of agency from scratch by using Large Language Model (LLM)-based agents. In previous studies of LLM-based agents, each agent's characteristics, including per…