Reinforcement Learning: An Introduction

Richard S. Sutton info, Andrew G. Barto info

First published 1998

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About this book

Learning from reward, and its links to dopamine and the brain.

born 1950 · Canadian computer scientist

Profession: AI researcher, Computer scientist, Professor
Worked at: University of Alberta
Studied at: Stanford, University of Massachusetts Amherst
Studied under: Andrew Barto
Prizes: Turing Award (2024), Fellow of the Royal Society (2021), AAAI Fellow (2001), Lifetime Achievement Award of the Canadian Artificial Intelligence Association (2018)

Shared the 2024 Turing Award for reinforcement learning.

born 1948 · Professor of computer science

Profession: AI researcher, Computer scientist, Professor
Worked at: University of Massachusetts Amherst
Studied at: University of Massachusetts Amherst, University of Michigan
Studied under: Bernard P. Zeigler
Prizes: Fellow of the American Association for the Advancement of Science, IEEE Fellow, IEEE Neural Networks Pioneer Award

Shared the 2024 Turing Award with his former student Richard Sutton.

Prerequisite: Artificial Intelligence (Russell)

Pairs with: Deep Learning (Goodfellow)

Yes · MIT Press, 2nd edition

Get the 2nd edition (2018), much expanded. The authors also put it online free.

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8 editions · 1 hardcover, 0 paperback

First published 1998

Earliest edition listed: 1992 · Springer US · [Electronic Resource] /

The list may be incomplete, especially for older and non-English editions.