CS294 F25

Agentic AI

共 12 份讲义，来源：Berkeley RDI。

讲义	日期	资源
[LLM Agents F25] LLM Agents Overview 与训练路线	2026-08-18	LaTeX
[LLM Agents F25] Evolution of System Designs — Yangqing Jia	2026-08-18	LaTeX
[LLM Agents F25] 后训练可验证 Agent：从数据到算法	2026-08-18	LaTeX
[Agentic AI F25] Agent Evaluation 与 Green Agent 项目	2026-08-18	LaTeX
[LLM Agents F25] Training Agentic Models — Weizhu Chen	2026-08-18	LaTeX
[LLM Agents F25] Multi-Agent AI by Noam Brown	2026-08-18	LaTeX
[LLM Agents F25] Predictable Noise in LLM Benchmarks	2026-08-18	LaTeX
[LLM Agents F25 Lecture 08] AI Agents to Automate Science – James Zou	2026-08-18	LaTeX
[LLM Agents F25] Practical Lessons from Deploying AI Agents – Clay Bavor	2026-08-18	LaTeX
[LLM Agents F25] Multi-Agent Systems in Era of LLMs — Oriol Vinyals	2026-08-18	LaTeX
[LLM Agents F25] Autonomous Agents — Peter Stone	2026-08-18	LaTeX
[LLM Agents F25] Agentic AI Safety & Security	2026-08-18	LaTeX