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Yiheng Lyu

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#artificial intelligence Preprint Sep 2026

CodeActionBench: Evaluating Agentic Code-as-Policy for Embodied Manipulation

How well can general-purpose multimodal models turn visual understanding and reasoning into embodied manipulation via executable code? We introduce CodeActionBench, a benchmark of 25 manipulation tasks that evaluates this capability through agentic Code-as-Policy. Without task-specific fine-tuning, demonstrations, exte...

Yiheng Lyu, Xueying Jiang, Wen-Hao Li et al. · 0 citations

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