跟大家分享一门来自加州大学伯克利分校的高级大语言模型 Agent 课程：Advanced LLM A

跟大家分享一门来自加州大学伯克利分校的高级大语言模型 Agent 课程：Advanced LLM Agents。

该课程深入探讨 LLM 代理的前沿技术，涵盖推理、搜索规划、代码生成、数学定理证明等高级主题。

由 Dawn Song 教授主讲，并邀请了 Google、Meta 等大公司的研究人员作为客座讲师。

课程地址：https://rdi.berkeley.edu/adv-llm-agents/sp25

主要内容：

- 推理时技术和后训练方法，提升 LLM 的复杂推理能力
- 搜索和规划算法，让 AI 代理具备更强的决策能力  
- 代码生成和验证技术，构建可靠的编程助手
- 数学定理证明和自动形式化，探索 AI 在数学领域的应用
- 多模态自主 AI 代理，实现视觉和文本的统一处理
- AI 安全和安全性，确保代理系统的可靠部署

课程提供完整的讲座录像、PPT 和课件资料，适合有机器学习基础的学生或开发者学习。

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