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Generative Agents (Memory & Reflection)

Agents with memory streams, reflection and planning simulate human life.

生成式智能体与记忆 2023 Intermediate core

IN PLAIN WORDS

Each agent logs experiences, retrieves by recency, importance and relevance, periodically reflects and plans — a template for long-term agent memory.

Used in: Agent memory systems, social simulation

TIMELINE · prerequisites → this → what builds on it

2020 Retrieval-Aug…2022 ReAct (Reason…2023 Generative Agents…

01Original paper

Generative Agents: Interactive Simulacra of Human Behavior

Joon Sung Park, Joseph C. O'Brien, Carrie J. Cai, et al. · 2023

arXiv ↗ ✓ Verified · arXiv API

02Where it sits

Learn the left column first; the right column builds on this one.

Learn first

Generative Agents (Memory & Reflection)

Then you can learn

  • Nothing in the atlas builds on it yet

Related:ReflexionMemGPT (Hierarchical Agent Memory)Multi-Agent Conversation (AutoGen)

ReAct (Reason +…Retrieval-Augme…ReflexionMemGPT (Hierarc…Multi-Agent Con… Generative Agents (…

Left: prerequisites · right: builds on this · dashed: related. Full map →

03Learning resources

Official docs, explainers, courses and reference code. All links checked.

04Where the course teaches it

For AI / data

Data updated: AI algorithms & curriculum(UTC+8)