以下内容为 AI 自动翻译，英文原文附后供参考。
摘要
UI-Venus-2 技术报告介绍了一种新的通用基础 GUI 代理，旨在自动化跨多个平台（包括移动、网页和桌面环境）的数字任务。该创新代理通过扩大其操作环境覆盖范围、增强任务生成和通过复杂评估器及安全机制改善奖励验证，解决了现实应用中面临的重大挑战。报告强调了代理设计的进步，突出了其简化数字交互和提高任务执行效率的潜力。
The UI-Venus-2 Technical Report introduces a new general-purpose foundation GUI agent aimed at automating digital tasks across multiple platforms, including mobile, web, and desktop environments. This innovative agent addresses significant challenges faced in real-world applications by broadening its operational environment coverage, enhancing the generation of tasks, and improving the verification of rewards through sophisticated evaluators and safety mechanisms. The report highlights the advancements made in the agent's design, emphasizing its potential to streamline digital interactions and increase efficiency in task execution.
要点
UI-Venus-2 旨在自动化各种数字环境中的任务。
UI-Venus-2 is designed to automate tasks across various digital environments.
该代理改善了任务生成和奖励验证。
The agent improves task generation and reward verification.
集成了安全机制以增强现实应用的可靠性。
Safety mechanisms are integrated to enhance real-world application reliability.
为何重要
UI-Venus-2 的开发代表了数字任务自动化的重要进展，可能改变用户在不同平台上与技术的互动方式。其先进功能可能导致更高效的工作流程和改善的用户体验。
The development of UI-Venus-2 represents a significant step forward in the automation of digital tasks, potentially transforming how users interact with technology across different platforms. Its advanced features could lead to more efficient workflows and improved user experiences.
产品经理
对于产品经理而言，UI-Venus-2 提供了一种强大的解决方案，以增强用户参与度和运营效率，为利用自动化的创新产品功能铺平道路。
For product managers, UI-Venus-2 offers a robust solution for enhancing user engagement and operational efficiency, paving the way for innovative product features that leverage automation.
开发者
开发人员可以利用 UI-Venus-2 框架创建更复杂的应用程序，自动化用户任务，从而减少手动输入并提高生产力。
Developers can utilize the UI-Venus-2 framework to create more sophisticated applications that automate user tasks, thereby reducing manual input and increasing productivity.
学生与求职者
学生和求职者可以通过了解 UI-Venus-2 的能力受益，因为它代表了一个专注于自动化和用户界面设计的不断增长的 AI 领域，为未来的职业机会提供了宝贵的技能。
Students and job-seekers can benefit from understanding the capabilities of UI-Venus-2, as it represents a growing field in AI that focuses on automation and user interface design, providing valuable skills for future career opportunities.
覆盖来源
来源标题与摘录保留原文，以便核对与追溯。
arXiv cs.AI
UI-Venus-2 Technical ReportUI-Venus-2 is a new general-purpose foundation GUI agent designed to automate digital tasks across various environments, including mobile, web, and desktop. It addresses challenges in real-world applications by expanding environment coverage, enhancing task generation, and improving reward verification through advanced evaluators and safety mechanisms.