PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems
PlanBench-XL evaluates large language model agents' ability to plan and adapt in complex tool-rich environments with limited visibility and dynamic disruptions.
Hugging Face · Daily Papers
·Jiayu Liu, Qihan Lin
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·▲ 63 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Jiayu Liu, Qihan Lin, Cheng Qian, Rui Wang, Emre Can Acikgoz, Xiaocheng Yang
- 63 upvotes da comunidade
- Temas: LLM agents, tool ecosystems, planning, retrieval-limited tool visibility, interactive benchmark, tool discovery
Resumo
Resumo original (em inglês), extraído do paper:
PlanBench-XL evaluates large language model agents' ability to plan and adapt in complex tool-rich environments with limited visibility and dynamic disruptions.
