الباحثون

Jie Wu

المنشورات 2

نسخة أولية وصول مفتوح

FutureDuet: Decoupling Observation Access from Future Supervision in World Action Models

Jie Wu, Yuzhi Huang, Junqi Liu وآخرون · 2026

World Action Models (WAMs) augment robot action generation with future visual supervision. Existing WAMs commonly fuse main and wrist observations into one visual stream and train both with the same future-video objective, despite their different visual dynamics. A stable main camera reveals scene-level task evolution, …

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RecreationWorld: Scalable and Verifiable Environments for Hybrid Computer-Use Agents

Shuai Bai, Jiayong Deng, Sicheng Fan وآخرون · 2026

Computer-use agents (CUAs) have advanced along two separate lines: graphical interaction and software development through code and the command line. Real digital work requires both, interleaved rather than stacked end to end. We study hybrid CUAs that autonomously decide when to explore an interface, implement software …

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