Reinforcement Learning: An Introduction

Small book cover

Richard S. Sutton
and Andrew G. Barto

Second Edition (see here for the first edition)
MIT Press, Cambridge, MA, 2018

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Errata
Full Pdf pdf without margins (good for ipad)
New Code
Old Code
Solutions -- send in your solutions for a chapter, get the official ones back (currently incomplete)
Teaching Aids
Literature sources cited in the book
Latex Notation -- Want to use the book's notation in your own work? Download this .sty file and this example of its use



Help out!

If you enjoyed the book, why not give back to the community?

I am collecting a public directory with pdf files of the original sources cited in the book. Anyone can add to and edit this directory, so be careful, but please feel free to add additonal pdf files. So far we only have the references from Chapters 11 and 12. I'd like to have them all, and then I'd like to link to them directly from the book's pdf file.