Xiaomi Technology

大模型技术专家(Agent方向)

Xiaomi Technology  •  Beijing, CN (Onsite)  •  8 days ago
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Job Description

大模型技术专家(Agent方向)北京社招全职职位 ID:A55228职位描述探索大模型智能体研究的前沿技术,构建具备持续学习能力的通用 Agent,包括但不限于:
1、Agentic RL。面向长时序任务的强化学习;Agent 在交互环境中的探索与策略优化;多目标、多约束条件下大模型Agent的决策稳定性与泛化性;Test-time的数据高效Agentic RL;Agent reward model的系统性学习问题;大模型智能体的MARL。
2、Agentic Memory。短期 / 中期 / 长期记忆架构设计;可演化、可压缩、可检索的Memory 系统;经验、技能、失败案例的结构化沉淀;Memory 与 Planning / RL / Tool 之间的协同机制。
3、Agent Workflow。Task Decomposition / Planning / Re-planning;多 Agent 协作与角色分工;反思、自我修正、策略升级;工具集和技能库自演进;自适应和可学习的Agent 工作流。
4、Agent Application。GUI Agent:跨应用、多模态界面下的操作与理解;OS Agent:文件系统、进程、命令、自动化工作流;Deep Research Agent:复杂研究任务、信息整合、假设验证;通用 Agent :跨时间跨任务跨领域的自主学习Agent。
职位要求1. 计算机相关方向硕士或博士;
2. 有大模型智能体相关研究和项目经历,发表过相关方向的顶会论文,或者参与过有影响力的开源项目;
3. 具有优秀的解决复杂问题和多人协作沟通的能力,能够独立思考并开展工作,具有强烈的好奇心和责任心。 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
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