GAVEL: Graph World Models for Verified and Efficient Long-Horizon LLM Task Planning
Improvements show that an explicit graph world model harness can substantially improve the reliability and efficiency of long-horizon embodied planning across compact and frontier hosted LLM capabilities.
Rui-Yang Wang, Hao-Lun Hsu, S. Mehta et al.
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