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Richard S. Sutton | Researchclopedia

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Richard S. Sutton

Canadian Institute for Advanced Research ORCID

280

Works

67,312

Citations

66

h-index

147

i10-index

Research Topics

Reinforcement Learning in Robotics Evolutionary Algorithms and Applications Neural Networks and Applications

Affiliations

Canadian Institute for Advanced Research2022–2024

AT&T (United States)1998–2002

University of Alberta2005–2024

Amherst College1982–1982

Huawei Technologies (China)2019–2019

Top Works

Reinforcement Learning: An Introduction

Richard S. Sutton,Andy Barto

199826,824 citations

Advanced Bandit Algorithms Research

Adaptive Dynamic Programming Control

Introduction to Reinforcement Learning

Richard S. Sutton,Andrew G. Barto

19986,871 citations

Policy Gradient Methods for Reinforcement Learning with Function Approximation

Richard S. Sutton,David McAllester,et al.

19994,954 citations

Learning to Predict by the Methods of Temporal Differences

Richard S. Sutton

19883,913 citations

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

Richard S. Sutton,Doina Precup,et al.

19993,081 citations

Learning to predict by the methods of temporal differences

Richard S. Sutton

19882,774 citations

Toward a modern theory of adaptive networks: Expectation and prediction.

Richard S. Sutton,Andrew G. Barto

19811,469 citations

Integrated Architectures for Learning, Planning, and Reacting Based on Approximating Dynamic Programming

Richard S. Sutton

19901,361 citations

Generalization in Reinforcement Learning: Successful Examples Using Sparse Coarse Coding

Richard S. Sutton

19951,065 citations