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Ufo: A ui-focused agent for windows os interaction

Chaoyun Zhang, Liqun Li, Shilin He, Xu Zhang, Bo Qiao, Si Qin, Minghua Ma, Qingwei Lin Kang, Yu and, Saravan Rajmohan, Dongmei Zhang, Qi Zhang · 2025

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Instruction Agent: Enhancing Agent with Expert Demonstration

cs.AI · 2025-09-08 · conditional · novelty 6.0

With one human demonstration, the Instruction Agent extracts instructions and uses verifier/backtracker modules to execute them, reaching 60% success on 20 previously unsolved OSWorld tasks.

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  • Instruction Agent: Enhancing Agent with Expert Demonstration cs.AI · 2025-09-08 · conditional · none · ref 27

    With one human demonstration, the Instruction Agent extracts instructions and uses verifier/backtracker modules to execute them, reaching 60% success on 20 previously unsolved OSWorld tasks.