LLM-Evolved Domain-Independent Heuristics for Symbolic AI Planning 事件

LLM-Evolved Domain-Independent Heuristics for Symbolic AI Planning arXiv:2605.29649v1 Announce Type: new Abstract: Heuristic search is the dominant paradigm in symbolic AI planning, and the strongest heuristics are the result of decades of work by planning researchers. Recent work has shown that large language models (LLMs) can design heuristics for individual planning domains, but no LLM-generated heuristic has so far worked on arbitrary planning tasks. In this paper, we use evolutionary searc