Procedural Graphs: Self-Evolving Execution Structures for LLM Agents
Researchers introduce Procedural Graphs, self-evolving (procedure, relation, procedure) structures guiding LLM agent tool use and planning.
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Procedural Graphs: Self-Evolving Execution Structures for LLM Agents
Procedural Graph framework stores procedural knowledge as triplets and self-evolves via LLM refinement, beating memory-based baselines across datasets, tasks, and LLMs.