Solutions Manual for:

Reinforcement Learning: An Introduction
by Richard S. Sutton and Andrew G. Barto

An instructor's manual containing answers to all the non-programming exercises is available to qualified teachers. Send or fax a letter under your university's letterhead to the Text Manager at MIT Press. Exactly who you should send to depends on your location.  Obtain the address as if you were requesting an examination copy.

Readers using the book for self study can obtain answers on a chapter-by-chapter basis after working on the exercises themselves. Send email to with your efforts to answer the exercises for a chapter, and we will send back a postscript file with the answers for that chapter.

We are also collecting overheads, code, exams, and other material useful for teaching from the book. If you have anything that may be useful in this regard that you would like to share with others, please send it in and we'll make it available.

A Czech translation of this page.