Survey of 400+ Papers on Agentic World Models

·2026.04.28 19:49

Key point

A survey of 400+ papers organizing agentic world models into a three-tier taxonomy and four domains has been published.

It structures agentic world models into predictors, simulators, and evolvers (self-evolving systems).

Application domains: 4 law regimes—physical, digital, social, and scientific
Scale: 400+ papers
Examples: neuroscience, robotics, chemistry, and more

It was released via the GitHub repository awesome-agentic-world-modeling and the arXiv paper 2604.22748.

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