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arxiv_cs_lg · Nov 6, 2026 · paper

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On Agentic Manipulation Policies

arxiv.orgNov 6, 2026
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Recent work on robot manipulation has focused on specialist policies trained on demonstrations. We show that generalist AI models can control manipulators more reliably than specialist policies such as vision-language-action models (VLAs) and world-action models (WAMs). We system

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