AIBullisharXiv – CS AI · 8h ago6/10
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Hierarchical Task Network Planning with LLM-Generated Heuristics
Researchers demonstrate that large language models can generate effective heuristics for hierarchical task network (HTN) planning, achieving near-optimal performance compared to state-of-the-art planners. LLM-generated heuristics reduce search effort on 83% of benchmark problems, suggesting AI models can enhance algorithmic planning efficiency beyond classical approaches.