Autonomous NPC with memory stream, reflection, and planning — 25-agent sandbox.
What Generative Agent (Smallville) runs on.
Documents a single generative agent from the Smallville sandbox (arXiv 2304.03442, Stanford / Google Research). Each agent maintains a memory stream (stream of observations), produces higher-level reflections via synthesis, and plans behavior around those reflections. 25 agents populated the sandbox; they autonomously organized a Valentine's Day party over two in-game days. Ablation showed observation + planning + reflection are each individually necessary for believable behavior. Source: arXiv paper.
Performance is measured where the work happens — at the team level. Generative Agent (Smallville) runs inside 🏘️ Generative Agents Sandbox, whose windowed metrics are the honest unit of account.
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