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Agentopia: Long-Term Life Simulation and Learning in Agent Societies
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agentopia-long-term-life-simulation-and-learning-in-agent-societies-abd6bcb5·1 events·first seen 9d agoAliases: Agentopia: Long-Term Life Simulation and Learning in Agent Societies
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Agentopia: Long-term multi-agent life simulation framework for training LLMs on social behavior
Researchers introduce Agentopia, a framework for simulating 10 years of social life across 100 LLM-powered agents, enabling study of emergent social behaviors and long-term personal growth dynamics. The system defines a 'life reward' metric mirroring human well-being and uses it to train LLMs via rejection sampling. Training on simulated social experience yields a +15.6% improvement on downstream role-playing benchmarks, suggesting that synthetic social simulation can generalize to real capability gains.