Deconstructing Spatial Complexity: Hierarchical Decomposition for LLM Spatial Reasoning 事件

Deconstructing Spatial Complexity: Hierarchical Decomposition for LLM Spatial Reasoning arXiv:2605.28144v1 Announce Type: new Abstract: 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 introduces a novel method for hierarchical task decompositio