Reinforcement Learning Course

Markov Decision Processes and Value Functions

RL Part 2: Markov decision processes, returns, policies, and value functions.

May 3

Markov Decision Processes and Value Functions

Reinforcement Learning Course

Foundations of Reinforcement Learning

RL Part 1: Agents, environments, rewards, and why RL is different from supervised learning.

Apr 26

Reinforcement Learning Course

A series of technical deep dives on Reinforcement Learning that covers fundamentals and background, the classical techniques, MDPs, Bellman equations, deep RL methods, how RL is used to train modern language models, agentic RL, and much more.

Apr 25