Author

Xianbing Su

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#natural language process... May 2026

MineExplorer: Evaluating Open-World Exploration of MLLM Agents in Minecraft

MineExplorer benchmark for evaluating open-world exploration capabilities of MLLM agents in Minecraft is introduced, which first filter atomic tasks whose solutions rely heavily on Minecraft-specific knowledge to better reflect general open-world reasoning and compose atomic tasks into implicit multi-hop tasks.

Tian-Jie Ju, Yue-Qing Sun, Zheng Wu et al. · arXiv.org · 4 citations · ⚡1