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Author

Hai-Yang Xu

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

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...

Shuai Bai, Jia-Yong Deng, Si-Cheng Fan et al. · 1 citation
#artificial intelligence Preprint Aug 2026

Benchmarking General Mobile Assistants in Challenging Real-World Scenarios

GMA is presented, a benchmark for evaluating general mobile assistants in challenging real-world scenarios, and shows that appropriate harness design can meaningfully improve performance, particularly on demanding workflows, while the effectiveness of specific designs can vary across foundation models.

Yi-Qi Zhu, Feiyu Gao, Jiakang Fan et al. · 0 citations

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