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Jinyuan Zhang

2 papers indexed

arxivcs.AI2026-07-31

MirrorCraft: Paired Evaluation under Hidden Rule Changes in Minecraft

Jianxin Gao, Beini Hu, Runze Li, Wanli Peng, Ruohan Lei, Jinyuan Zhang, et al.

With the prosperity of the large language models (LLMs), it has become an interesting topic: how do LLM-based agents work in Minecraft? Unfortunately, most existing benchmarks evaluate them under fixed game mechanics. High performance in these settings does not show whether an ag…

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arxivcs.RO2026-07-13

EFLUX: Elastic Multi-Robot Formation Navigation and Adaptation with Agentic LLMs

Jinyuan Zhang, Yuwei Wu, Guangyao Shi, Jonathan Diller, Gaurav S. Sukhatme, Vijay Kumar

Multi-robot teams operating in confined or cluttered environments must adapt both their formation geometry and group topology to navigate through complex obstacles. This adaptation requires two complementary behaviors: deformation, where the team continuously reshapes its geometr…

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