Public MOOC website: agenticai-learning.org/sp25
Course website: rdi.berkeley.edu/adv-llm-agents/sp25
Link to playlist on YouTube
| Lecture | Title | Speaker |
|---|---|---|
| 01 | Inference-Time Techniques for LLM Reasoning | Xinyun Chen |
| 02 | Learning to Self-Improve & Reason with LLMs | Jason Weston |
| 03 | On Reasoning, Memory, and Planning of Language Agents | Yu Su |
| 04 | Open Training Recipes for Reasoning in Language Models | Hannaneh Hajishirzi |
| 05 | Coding Agents and AI for Vulnerability Detection | Charles Sutton |
| 06 | Multimodal Autonomous AI Agents | Ruslan Salakhutdinov |
| 07 | Multimodal Agents – From Perception to Action | Caiming Xiong |
| 08 | AlphaProof: When Reinforcement Learning Meets Formal Mathematics | Thomas Hubert |
| 09 | Language Models for Autoformalization and Theorem Proving | Kaiyu Yang |
| 10 | Bridging Informal and Formal Mathematics Reasoning | Sean Welleck |
| 11 | Abstraction and Discovery with Large Language Model Agents | Swarat Chaudhuri |
| 12 | Towards Building Safe and Secure Agentic AI | Dawn Song |