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.