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Simulating Human Behavior with LLMs

A new paper demonstrates the application of LLMs to simulate human behavior in an interactive environment.

🔬 A new scientific paper "Generative Agents: Interactive Simulacra of Human Behavior" demonstrates the application of large language models (LLM) to simulate human-like behavior in an interactive environment inspired by the game The Sims.

The article presents an innovative agent architecture consisting of three main components:

Memory Stream: captures all the agent's experiences.

Reflection: summarizes memory into higher-level conclusions over time.

Planning: transforms conclusions and current environment data into high-level action plans.

Imagine combining this technology with Boston Dynamics robots – we might witness the birth of a world reminiscent of WestWorld.

Paper: https://arxiv.org/abs/2304.03442

Demo: https://reverie.herokuapp.com/arXiv_Demo/# (The pre-calculated simulation accompanying the article is for demonstration purposes only)

Simulating Human Behavior with LLMs — illustration

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