This reader’s recommendations and supporting excerpts from the sampled discussions.
3 books
Sutton and Barto's book on reinforcement learning is available online
The Caves of Steel is also pretty good
The nice thing about Appel's book is that you put together a compiler as you go along - it's easier to self-study.