Xiaomi Technology

Use Agent 实习生— 环境合成与RL训练方向-2027届

Xiaomi Technology  •  Onsite  •  2 hours ago
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Job Description

Use Agent 实习生— 环境合成与RL训练方向-2027届
武汉
校招
实习
算法类
职位描述
1. 跟踪和调研 GUI Agent、Computer-Use Agent、Mobile Agent、Web Agent 等方向的前沿技术,重点关注环境合成、任务生成、自动评测、轨迹数据构建、RL/RLVR 训练等相关方法和开源项目;
2. 参与 GUI Agent 任务环境合成与可验证评测体系建设,包括移动端 / Web / 桌面任务环境设计、模拟应用构建、任务模板设计、状态建模、mock backend、任务完成判定、verifier / reward 信号设计等;
3. 参与 GUI Agent 数据与 RL 训练闭环建设,包括任务生成、轨迹采集、数据筛选、失败案例分析、困难样本挖掘、rollout 数据分析、训练环境接入和策略效果评估,持续提升模型任务完成率、泛化性和执行效率。
职位要求
1. 在读本科高年级、硕士或博士,计算机、人工智能、软件工程、自动化、电子信息、数学等相关专业优先;对 GUI Agent、Computer-Use Agent、多模态大模型、强化学习、环境合成、自动化评测等方向有较强兴趣,愿意持续跟踪前沿论文和开源项目;
2. 具备优秀的编程和工程实现能力,熟练掌握 Python 或 C++,熟悉 PyTorch 等至少一种深度学习框架;具备良好的实验分析和文档表达能力,能够独立阅读论文、复现方法、分析实验结果并沉淀技术方案;
3. 了解或熟悉至少一种自动化、环境构建或 Agent 开发相关技术,例如 Playwright、Selenium、ADB、uiautomator2、Appium、FastAPI、Docker 等,能够参与 GUI 任务环境、评测工具或数据生产流程建设;
4. 每周实习 4 天及以上,实习周期 4 个月及以上优先;有 GUI Agent、多模态大模型、强化学习、自动化评测、Code Agent 工具使用、算法竞赛或高水平论文经历者优先。
投递
Xiaomi Technology

About Xiaomi Technology

Xiaomi Corporation was founded in April 2010 and listed on the Main Board of the Hong Kong Stock Exchange on July 9, 2018 (1810.HK). Xiaomi is a consumer electronics and smart manufacturing company with smartphones and smart hardware connected by an IoT platform at its core.

Embracing our vision of “Make friends with users and be the coolest company in the users’ hearts”, Xiaomi continuously pursues innovations, high-quality user experience and operational efficiency. The company relentlessly builds amazing products with honest prices to let everyone in the world enjoy a better life through innovative technology.

Xiaomi is one of the world's leading smartphone companies. The company has also established the world’s leading consumer AIoT (AI+IoT) platform,reached 558 million smart devices connected to its platform (excluding smartphones,laptops and tablets) as of September 30 2022. Xiaomi products are present in more than 100 countries and regions around the world. In August 2022, Xiaomi was included in the Fortune Global 500 list for the fourth year in a row, ranking 266th. The company is the fastest-rising Chinese technology conglomerate during the four-year period.

Xiaomi is a constituent of the Hang Seng Index, Hang Seng China Enterprises Index, Hang Seng TECH Index and Hang Seng China 50 Index.

Industry
IT & Software
Company Size
10,000+ employees
Headquarters
Beijing, CN
Year Founded
2010
Website
mi.com
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