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大模型算法专家-Agent方向

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Onsite

大模型算法专家-Agent方向

Xiaomi Technology

大模型算法专家-Agent方向

2 months ago

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Important information


Contract type:

Permanent

Location:

Beijing, China

Work mode:

Onsite

Published on:

2 September 2026

What they need


职位描述

  1. 面向Agentic OS,参与长期记忆、主动决策与跨场景执行能力的系统级智能体算法体系建设(可仅参与记忆/决策/执行之一);

  2. 记忆:构建端侧长期记忆与知识增强体系,包括设计长期记忆架构、研究用户数据驱动的持续学习与个性化能力提升机制;

  3. 决策:研发主动意图决策模型,研究用户行为建模方法、构建主动决策机制,探索多轮决策与反馈闭环优化机制;

  4. 执行:搭建基于VLM的复杂任务操控能力,研究长任务推理与深度决策能力增强,构建稳定、安全、可控的执行策略机制;

  5. 前沿技术探索与成果产出,建立Agentic OS的算法创新壁垒,推动顶级会议论文与核心专利产出。

职位要求

  1. 硕士及以上学历,人工智能、计算机科学、机器人、认知科学等相关专业;

  2. 具备以下至少一个方向的深入研究或实践经验:长期记忆建模/个性化建模、强化学习/决策建模、多步推理与任务规划、Agent系统与智能体算法;

  3. 对“主动智能”“系统级Agent”方向有深刻理解与强烈兴趣;

  4. 具备复杂系统建模能力,能够从系统角度设计完整闭环;

  5. 在 ICML / NeurIPS / ICLR / AAAI / ACL / CVPR / ICASSP 等顶级会议发表论文者优先; 6. 具备较强的独立研究能力与创新能力。

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