About this website
Welcome to the authors' website for the textbook: Introduction to Reinforcement Learning. The website contains the PDFs of the book chapters, slides, and the codes for the examples in the book. The book is currently a draft and may have many typos and missing references. Any comments for improving the book will be greatly appreciated.
Authors' emails:
Zixian Yang: zixian@umich.edu
Lei Ying: leiying@umich.edu
PDF and slides of this chapter
Code for the examples in this chapter: Knapsack Problem, Shortest Path Problem, Secretary Problem, Exercising a Stock Option
PDF and slides of this chapter
Code for the examples in this chapter: Web Page Recommendation (Model Based Methods)
PDF and slides of this chapter
Code for the examples in this chapter: Web Page Recommendation (Model Free Methods)
PDF and slides of this chapter
Code for the examples in this chapter: Backgammon game
PDF and slides of this chapter
Code for the examples in this chapter: RLHF for Positive Movie Reviews with a LLM, Inverted Pendulum Swingup Problem