Richard S. Sutton
Richard S. Sutton
DeepMind and Dept of Computing Science, University of Alberta
Verified email at richsutton.com - Homepage
TitleCited byYear
Reinforcement learning: An Introduction, 2nd edition
RS Sutton, AG Barto
MIT press, 2018
306872018
Introduction to reinforcement learning
RS Sutton, AG Barto
MIT press, 1998
58621998
Learning to predict by the methods of temporal differences
RS Sutton
Machine learning 3 (1), 9-44, 1988
52971988
Neuronlike adaptive elements that can solve difficult learning control problems
AG Barto, RS Sutton, CW Anderson
IEEE transactions on systems, man, and cybernetics 13 (5), 834-846, 1983
37081983
Policy gradient methods for reinforcement learning with function approximation
RS Sutton, DA McAllester, SP Singh, Y Mansour
Advances in neural information processing systems, 1057-1063, 2000
21792000
Between MDPs and semi-MDPs: A framework for temporal abstraction in reinforcement learning
RS Sutton, D Precup, S Singh
Artificial intelligence 112 (1-2), 181-211, 1999
20601999
Neural networks for control
WT Miller, PJ Werbos, RS Sutton
MIT press, 1995
1593*1995
Toward a modern theory of adaptive networks: Expectation and prediction.
RS Sutton, AG Barto
Psychological review 88 (2), 135, 1981
15231981
Integrated architectures for learning, planning, and reacting based on approximating dynamic programming
RS Sutton
Proceedings of the International Conference on Machine Learning, 216-224, 1990
14201990
Generalization in reinforcement learning: Successful examples using sparse coarse coding
RS Sutton
Advances in neural information processing systems, 1038-1044, 1996
13121996
Guidelines on management (diagnosis and treatment) of syncope–update 2004: the Task Force on Syncope, European Society of Cardiology
M Brignole, P Alboni, DG Benditt, L Bergfeldt, JJ Blanc, PEB Thomsen, ...
European heart journal 25 (22), 2054-2072, 2004
11952004
Temporal credit assignment in reinforcement learning
RS Sutton
University of Massachusetts, Amherst, 1984
8191984
Reinforcement learning with replacing eligibility traces
SP Singh, RS Sutton
Machine learning 22 (1-3), 123-158, 1996
7411996
Time-derivative models of Pavlovian reinforcement.
RS Sutton, AG Barto
Learning and Computational Neuroscience: Foundations of Adaptive Networks …, 1990
6851990
A menu of designs for reinforcement learning over time
PJ Werbos, WT Miller, RS Sutton
Neural networks for control, 67-95, 1990
5721990
Learning and sequential decision making
AG Barto, RS Sutton, CJCH Watkins
Learning and Computational Neuroscience: Foundations of Adaptive Networks, 1990
5371990
Sutton & Barto Book: Reinforcement Learning: An Introduction
RS Sutton
A Bradford Book, 1998
518*1998
Reinforcement learning for robocup soccer keepaway
P Stone, RS Sutton, G Kuhlmann
Adaptive Behavior 13 (3), 165-188, 2005
4692005
S., Barto A., G.,“
R Sutton
Reinforcement Learning, An Introduction, 2000
4672000
Predictive representations of state
ML Littman, RS Sutton, S Singh
Advances in neural information processing systems, 1555-1561, 2002
4592002
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Articles 1–20