Code as Worlds: Agentic Discovery of Executable World Representations for Physical Reasoning
Physical understanding and reasoning depend on forming compact and generalizable representations of the world. While modern vision-language models can recognize and explain diverse physical events, they often lack explicit representations of the underlying mechanisms-such as object states, physical parameters, and gove...