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The Artificial Experimentalist: Discovery and Control of Self-Organizing Phenomena with Autotelic Reinforcement Learning

arXiv cs.AI · 2026-08-28 Cached

This paper presents CARL, an autotelic reinforcement learning framework that autonomously discovers and controls self-organizing phenomena in complex systems like Lenia cellular automata, demonstrating capabilities in steering solitons and zero-shot generalization.

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