1998 · IEEE Transactions on Neural Networks
Reinforcement Learning: An Introduction
27,141 citationsRead
About
Richard Stuart Sutton is a Canadian computer scientist. He is a professor of computing science at the University of Alberta and chief scientific advisor at the Alberta Machine Intelligence Institute. In 2024, Sutton received the Turing Award alongside his supervisor Andrew Barto for their work in reinforcement learning.
Most cited
255 papers in total1998
Introduction to Reinforcement Learning
6,620 citations
1988 · Machine Learning
Learning to Predict by the Methods of Temporal Differences
5,081 citationsRead
1999
Policy Gradient Methods for Reinforcement Learning with Function Approximation
4,563 citations
1983 · IEEE Transactions on Systems Man and Cybernetics
Neuronlike adaptive elements that can solve difficult learning control problems
3,231 citationsRead
1999 · Artificial Intelligence
Between MDPs and semi-MDPs: A framework for temporal abstraction in reinforcement learning
3,094 citationsRead