R.02 · ユーザー理解 · 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.