AI RESEARCH
Deconstructing Spatial Complexity: Hierarchical Decomposition for LLM Spatial Reasoning
arXiv CS.AI
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ArXi:2605.28144v1 Announce Type: new LLMs have shown remarkable proficiency in general language understanding and reasoning. However, they consistently underperform in spatial reasoning that severely limits their application, particularly in embodied intelligence. Inspired by the success of hierarchical reinforcement learning, this paper