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system architectureChapter 2UIST 2023 · 2023

Generative Agents: Interactive Simulacra of Human Behavior

Joon Sung Park (Stanford), Joseph C. O'Brien (Stanford), Carrie J. Cai (Google Research)

Abstract

We introduce generative agents, computational software agents that simulate believable human behavior. Generative agents wake up, cook breakfast, and head to work; artists create new paintings; and friends throw birthday parties.

Key Contributions

  • →Memory stream architecture
  • →Reflection mechanism for high-level synthesis
  • →Planning from observations
Eigenvector Commentary

The memory stream architecture in this paper is one of the most practically useful contributions to enterprise agent design. The three-tier memory (observation → reflection → planning) maps directly onto what enterprise agents need for sustained operation.

Topics

multi-agent simulationmemory architectureagent behaviorlong-horizon planning