Xiaomi Technology

Agentic AI 研究实习生

Xiaomi Technology  •  Onsite  •  2 hours ago
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Job Description

Agentic AI 研究实习生
北京
校招
实习
算法类
职位描述
构建行业有影响力的智能体研究和应用,推进相关技术在小米的业务场景落地应用,包括但不限于:
1、Agent Memory
设计快慢双系统记忆架构:工作记忆负责即时上下文,长期记忆持久化跨会话经验,研究记忆管理机制、召回策略与压缩方法。统一存储和检索文本、图像、视频、代码等多模态经验,研究跨模态编码、融合与差异化遗忘。推进模型自主记忆管理,从被动存储转向主动管理。用记忆驱动自演进:从历史执行中提取可复用策略,失败记忆驱动行为修正,记忆热更新影响决策。
2、Agent Search
研究强化学习驱动的搜索策略优化,让 Agent 学会何时搜、搜什么、从哪搜、何时停。融合深度推理与广度检索:深度方向逐层推理,广度方向多路检索交叉验证。打通搜索与记忆系统,搜索结果沉淀为持久记忆,记忆引导更精准的检索,形成闭环。
3、自演进 Agent
研究Agent 在线从环境反馈中实时更新策略,实现持续学习。多 Agent 通过协作与竞争实现集体智能演进,研究信息共享、策略收敛与群体决策。自动学习和优化技能库,构建环境世界模型支持规划与决策,从执行预设技能进化为自主发现和优化技能。
职位要求
1. 计算机相关方向的硕士或博士;
2. 有大模型AI Agent相关研究和项目经历,发表过相关方向的顶会论文;
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
Website
mi.com
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