千问千问事业部-大模型算法专家（agent方向）-北京
社招全职2年以上技术类-算法地点：北京状态：招聘
工作描述
Qualifications 1. 熟悉Agent规划决策、强化学习和模型后训练，能够独立完成数据构造、奖励设计、训练及效果评估。 2. 熟悉LangGraph、AutoGen、OpenAI Agents SDK或类似框架，理解Tool Calling、MCP、RAG、Memory、Planning和Multi-Agent。 3. 具备Agent项目生产落地经验，能够通过成功率、成本、延迟、恢复率和稳定性等数据证明实际效果。 4. 加分项：在顶会（NeurIPS/ICML/CVPR/ACL等）发表过论文者优先；熟悉Agentic RL和harness的方法优先。 Duty 1. 评测体系驱动 ● 将业务需求转化为可执行、可评测…
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包括英文材料
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
强化学习+
https://cloud.google.com/discover/what-is-reinforcement-learning?hl=en
Reinforcement learning (RL) is a type of machine learning where an "agent" learns optimal behavior through interaction with its environment.
https://huggingface.co/learn/deep-rl-course/unit0/introduction
This course will teach you about Deep Reinforcement Learning from beginner to expert. It’s completely free and open-source!
https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning
Build your own video game bots, using classic and cutting-edge algorithms.
AutoGen+
https://microsoft.github.io/autogen/0.2/docs/Getting-Started/
AutoGen is an open-source programming framework for building AI agents and facilitating cooperation among multiple agents to solve tasks.
https://www.youtube.com/watch?v=JmjxwTEJSE8
Whether you know everything there to AI Agents or are a complete beginner, I believe there is something to learn here.
SDK+
https://www.ibm.com/think/topics/api-vs-sdk
Learn about software development kits (SDKs) and application programming interfaces (APIs) and how they improve both software development cycles and the end-user experience (UX).
https://www.redhat.com/zh-cn/topics/cloud-native-apps/what-is-SDK
软件开发套件（SDK）是通常由硬件平台、操作系统（OS）或编程语言的制造商提供的一套工具。
MCP+
https://www.youtube.com/watch?v=eur8dUO9mvE
Unlock the secrets of MCP! 🚀 Dive into the world of Model Context Protocol and learn how to seamlessly connect AI agents to databases, APIs, and more. Roy Derks breaks down its components, from hosts to servers, and showcases real-world applications. Gain the knowledge to revolutionize your AI projects!
https://www.youtube.com/watch?v=L94WBLL0KjY
Let's talk about MCP or the Model Context Protocol.
RAG+
https://www.youtube.com/watch?v=sVcwVQRHIc8
Learn how to implement RAG (Retrieval Augmented Generation) from scratch, straight from a LangChain software engineer.
NeurIPS+
https://neurips.cc/
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