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OOWM: Structuring Embodied Reasoning and Planning via Object-Oriented Programmatic World Modeling
arXiv:2604.09580v1 Announce Type: new Abstract: Standard ChainofThought CoT prompting empowers Large Language Models LLMs with reasoning capabilities, yet its reliance on linear natural language is inherently insufficient for effective world modeling in embodied tasks.
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