Automating the Search for Artificial Life with Foundation Models
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Automating the Search for Artificial Life with Foundation Models
--> Examples of discovered artificial lifeforms. We show examples of the simulations discovered by our algorithm, Automated Search for Artificial Life ( Paper , Website ). In Lenia (top-left), ASAL discovers a diverse set of dynamic self-organizing patterns reminiscent of real cells. In Boids (top-right), ASAL discovers exotic emergent flocking behavior. In Particle Life and Particle Life++ (bottom-left), ASAL discovers dynamic open-ended ecosystems of agentic patterns. In Game of Life (bottom-right), ASAL identifies novel cellular automata rules that are more open-ended and expressive than th
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