AINeutralarXiv – CS AI · 6h ago6/10
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LLM-Evolved Pattern Generators for Optimal Classical Planning
Researchers have developed a novel method using large language models and evolutionary algorithms to automatically generate admissible heuristics for optimal classical planning problems. Unlike existing learned heuristics that improve search speed but cannot guarantee optimal solutions, this approach preserves A* optimality guarantees while matching or exceeding the performance of traditional domain-independent methods.