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Conference Aug 2026

Distributed Task Allocation for Heterogeneous Agricultural UAV Swarms: An Event-Triggered Potential Game with Inertia

Heterogeneous unmanned aerial vehicle (UAV) coordination in precision agriculture is increasingly challenged by severe bandwidth constraints and limited computational resources. Existing distributed algorithms often suffer from prohibitive signaling overhead in dynamic environments, while event-triggered mechanisms in...

Hao-Wen Jia, Yun-Jun Han, Jun Xu et al. · 0 citations
Conference Aug 2026

MoE-VLA: MoE Pathways for Efficient Vision-Language-Action

Efficient deployment of vision-language-action (VLA) policies is difficult because closed-loop robot control repeatedly invokes multimodal inference at every control step. This paper studies Mixture-of-Experts Vision-Language-Action (MoE-VLA), a lightweight Mixture-of-Experts (MoE) routing framework for efficient VLA i...

Jun-Jie Zhang, Zhen Shen, Xi-Song Dong et al. · 0 citations

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