Topology-Consistent Task Planning over Cellular Workflow Complexes for LLM-based Agents
arXiv:2610.07004v1 Announce Type: new Abstract: Task planning for LLM agents requires workflows that satisfy both user intent and complex sub-task dependencies. While existing planners work well for sequential or directed acyclic graph (DAG)-like structures, they struggle with workflow patterns suc…
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- 2026-10-07 04:00 · arXiv cs.AI
Topology-Consistent Task Planning over Cellular Workflow Complexes for LLM-based Agents