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cs.AI2026

Action QFormer: Structured Representation Shaping under Action Supervision in Vision-Language-Action Models

Yufeng Ji, Wenhao Tang, Haoyi Niu +3

The paper introduces Action QFormer, a query-based interface that reorganizes multimodal information into action-focused representations to improve vision-language-action models, e…