Presentation Slides for Teaching from:

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


Powerpoint slides for teaching each chapter of the book have been prepared and made available by Professor Barto. These are available as powerpoint files and as postscript files. The latter may be the most useful if you don't have all the right fonts installed. It is also possible to preview the slides via the web.

French versions of many of these slides are available here from Tarik Al ANI.

Updated version of the slides for chapters 2-7 are available here.

Chapter 1, Introduction: powerpoint, compressed postscript, web preview.

Chapter 2, Evaluative Feedback: powerpoint, compressed postscript, web preview.

Chapter 3, The Reinforcement Learning Problem: powerpoint, compressed postscript, web preview.

Chapter 4, Dynamic Programming: powerpoint, compressed postscript, web preview.

Chapter 5, Monte Carlo Methods: powerpoint, compressed postscript, web preview.

Chapter 6, Temporal-Difference Learning: powerpoint, compressed postscript, web preview.

Chapter 7, Eligibility Traces: powerpoint, compressed postscript, web preview.

Chapter 8, Generalization and Function Approximation: powerpoint, compressed postscript, web preview.

Chapter 9, Planning and Learning: powerpoint, compressed postscript, web preview.

Chapter 10, Dimensions: powerpoint, compressed postscript, web preview.

Chapter 11, Case Studies: powerpoint, compressed postscript, web preview.