الباحثون

Sicheng Xie

المنشورات 2

نسخة أولية وصول مفتوح

LIBERO-Agent: Evaluating General-Purpose Agents for Direct Embodied Manipulation

Zijie Diao, Yitong Chen, Sicheng Xie وآخرون · 2026

General-purpose agents can plan, use tools, and revise their behavior from feedback, but it remains unclear whether these capabilities transfer from digital environments to embodied manipulation. To investigate this question, we introduce LIBERO-Agent, an agent-native benchmark for evaluating these agents in robot mani …

نسخة أولية وصول مفتوح

Explore, Execute, Evolve: A Skill Acquisition and Reuse Loop for Embodied Agents

Sicheng Xie, Yitong Chen, Haidong Cao وآخرون · 2026

Vision-language-action and world-action models have demonstrated impressive capabilities in robotics, yet generalization to unseen tasks remains challenging. More recently, general-purpose multimodal agents have shown great potential for zero-shot robotic task solving. However, they often incur high execution costs by …

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