Open course

I have been teaching a course on reinforcement learning for five years. Along with my teaching, I developed a textbook and an open course. The development process was very time-consuming. I sincerely hope they are helpful to those who are interested in reinforcement learning!

 

Lecture Videos

 

You can check out our YouTube channel. You can also click the following links to be directed to specific lecture videos.



Lecture Slides


The slides for the above lecture videos can be found here: https://github.com/MathFoundationRL/Book-Mathematical-Foundation-of-Reinforcement-Learning/tree/main/Lecture%20slides 


Textbook


The GitHub homepage of the textbook is here: https://github.com/MathFoundationRL/Book-Mathematical-Foundation-of-Reinforcement-Learning


So far, the textbook has received 5,000+ stars on GitHub. Unlike many other books, this book provides a mathematical but friendly introduction to reinforcement learning. Its content structure is also novel. You are welcome to check out!

Lecture Videos (in Chinese)

 

For Chinese lecture videos, you can check our Bilibili channel or our YouTube channel


So far, the lecture videos have received 1,300,000+ views over the Internet and received very good feedback! You are welcome to check out!