Reading 13: Reinforcement Learning and Agentic LLMs

Readings

• • FCA - Chapter 13
• • D2L - Chapter 17
• • RL (HdM)
• • Deep RL (HdM)

Videos

• • Panopto
• • Harvard CS50 (1:09:57 - 1:38:24)
• • Stanford CS221

Notebooks

• • RL Lunar Lander
• • RL (rasbt)

Blogposts

• • Multi-Armed Bandit (Lilian)
• • RL (Lilian)
• • Deep RL (Lilian)
• • AlphaGo (Karpathy)

Readings

Videos

Notebooks