HiPlan melds a global milestone roadmap with per-step hints retrieved from a library of past demonstrations, and reports higher success rates than REACT, Reflexion, and TRAD on ALFWorld and WebShop.
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HiPlan: Hierarchical Planning for LLM-Based Agents with Adaptive Global-Local Guidance
HiPlan melds a global milestone roadmap with per-step hints retrieved from a library of past demonstrations, and reports higher success rates than REACT, Reflexion, and TRAD on ALFWorld and WebShop.