Tianjie Ju
1 indexed paper
Recent (6 mo)
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2026
MineExplorer: Evaluating Open-World Exploration of MLLM Agents in Minecraft
The paper introduces MineExplorer, a new benchmark in Minecraft, to evaluate the sustained open-world exploration capabilities of MLLM agents, finding that long-horizon coordination remains a significant challenge.
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cs.CLRecentMay 29, 2026
MineExplorer: Evaluating Open-World Exploration of MLLM Agents in Minecraft
Tianjie Ju, Yueqing Sun, Zheng Wu, Wei Zhang +6 more
The paper introduces MineExplorer, a new benchmark in Minecraft, to evaluate the sustained open-world exploration capabilities of MLLM agents, finding that long-horizon coordination remains a signific…
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