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R.02 · Comprensión del usuario · 2023

Generative Agents: Interactive Simulacra of Human Behavior

Joon Sung Park, Joseph C. O’Brien, Carrie J. Cai, Meredith Ringel Morris, Percy Liang, Michael S. Bernstein · UIST 2023

Summary

Introduces agents that store a complete natural-language record of their experiences, synthesize it over time into higher-level reflections, and retrieve memories dynamically to plan behaviour. In a sandbox town of twenty-five agents, ablations show that observation, planning and reflection each contribute critically to believable behaviour.

CommentaryAn early architecture that ties memory, reflection and behaviour together — and a reminder that higher-level reflections should stay traceable to what actually happened.

Original · arXiv