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Dense to MoE Adaptation for Compact Vision Language Action Policies

Niu, Muchun et al.
arXiv (OAI Expanded) · Papers
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robotics
Vision language action (VLA) policies continue to grow in parameter count, making deployment on resource-constrained robot platforms difficult. The central goal is to reduce the number of LLM-side parameters retained in the deployed policy while preserving downstream task performance. Our approach,
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