Concepedia

Richard S. Sutton

RS

Statistics

Publications

123

Citations

57.4K

H-Index

60

Active since

1981

Affiliations

University of Alberta(Current)

University of Massachusetts Amherst

AT&T (United States)

Richard S. Sutton is an author at University of Alberta specializing in reinforcement learning, machine learning, and computer science.

ORCID

Publications per year

1981–2024

123

Publications

123

Reinforcement Learning: An Introduction

Richard S. Sutton, Andy Barto · IEEE Transactions on Neural Networks · 1998 · 27.1K citations

, , +12

Policy Gradient Methods for Reinforcement Learning with Function Approximation

Richard S. Sutton, David McAllester, Satinder Singh et al. · 1999 · 5K citations

, , +13

Learning to Predict by the Methods of Temporal Differences

Richard S. Sutton · Machine Learning · 1988 · 4K citations · Full text

, , +11

Between MDPs and semi-MDPs: A framework for temporal abstraction in reinforcement learning

Richard S. Sutton, Doina Precup, Satinder Singh · Artificial Intelligence · 1999 · 3.1K citations

, , +15

Learning to predict by the methods of temporal differences

Richard S. Sutton · Machine Learning · 1988 · 2.8K citations · Full text

, , +11

1–5 of 123