#planning
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Tag · #planning
Project2Task: Graph-Guided Planning for Autonomous Research
Project2Task improves autonomous research agents by using graph-based planning to decompose high-level project goals into actionable, structured task sequences, overcoming the limitations of linear prompt-based planning.
arXiv cs.AI
Reducing LLM Agent Hallucinations with Grounded Iterative Planning
Grounded Iterative Language Planning (GILP) combines LLM reasoning with a lightweight, trained transition predictor to catch and correct hallucinated state changes, significantly improving planning accuracy.
arXiv cs.AI
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