顶尖应届- Agent Harness算法工程师-大模型
北京
校招
正式
软件研发类
职位描述
1、打造行业领先的通用大模型智能体解决方案,落地小米核心业务; 2、构建具备行业影响力的大模型智能体关键技术,并通过发表论文、开源、竞赛等,打造学术影响力。
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、对 AI 充满热情,对通用 Agent 具备长期信念,积极拥抱新技术与新范式,主动探索前沿思路。
职位信息
课题名称及内容:
【课题名称】 Agent Harness研究与应用 【课题内容】 探索Agent Harness研究与应用的前沿技术,构建可进化的 Agent Harness 技术底座,定义可持续学习 Agent 的基础范式,包括但不限于: 1、Agent Harness系统进化。Harness 代码级优化:基于执行 Trace 自动诊断错误并搜索 Harness 代码空间,实现框架级性能突破;进化搜索与自主演进:融合遗传进化、语言反思与 MCTS 工作流搜索,在无显式奖励信号下实现经验闭环蒸馏。 2、Agentic Memory自主管理。记忆架构创新:设计端云分层、多智能体共享、多模态统一的记忆架构,支撑跨设备跨场景的记忆服务能力;记忆系统元演化:让记忆的读写策略与组织结构随任务经验自适应演化,实现 Agent 层级的持续学习与自纠错。 3、Agentic RL高效微调。交互环境策略优化:在 Test-time 以极低数据量完成 Agent 策略的在线优化,兼顾探索效率与决策稳定性;Reward 与多智能体:解决 Reward model 的系统性学习缺陷,在多目标多约束下实现大模型多智能体的协同决策。
投递

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.