ucb_agentic_ai

CS294/194-196 Fall 2024 Large Language Model Agents

Public MOOC website: agenticai-learning.org/f24

Course website: rdi.berkeley.edu/llm-agents/f24

Link to playlist on YouTube

Lecture Title Speaker
01 LLM Reasoning Denny Zhou
02 LLM Agents: Brief History and Overview Shunyu Yao
03 Part 1: Agentic AI Frameworks & Autogen
Part 2: Building a Multimodal Knowledge Assistant
Chi Wang
Jerry Liu
04 Enterprise Trends for Generative AI, and Key Components of Building Successful Agents / Applications Burak Gokturk
05 Compound AI Systems & the DSPy Framework Omar Khattab
06 Agents for Software Development Graham Neubig
07 AI Agents for Enterprise Workflows Nicolas Chapados
Alexandre Drouin
08 Towards a Unified Framework of Neural and Symbolic Decision Making Yuandong Tian
09 Project GR00T: A Blueprint for Generalist Robotics Jim Fan
10 Open-Source and Science in the Era of Foundation Models Percy Liang
11 Measuring Agent Capabilities and Anthropic’s RSP Ben Mann
12 Towards Building Safe & Trustworthy AI Agents and A Path for Science- and Evidence-based AI Policy Dawn Song