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Richard S. Sutton
Richard S. Sutton
Keen, Amii, and University of Alberta
Verified email at richsutton.com - Homepage
Title
Cited by
Cited by
Year
Reinforcement learning: An Introduction, 2nd edition
RS Sutton, AG Barto
MIT press, 2018
686652018
Policy gradient methods for reinforcement learning with function approximation
RS Sutton, D McAllester, S Singh, Y Mansour
Advances in neural information processing systems 12, 1999
78601999
Learning to predict by the methods of temporal differences
RS Sutton
Machine learning 3, 9-44, 1988
77491988
Reinforcement learning: An Introduction, 1st edition
RS Sutton, AG Barto
MIT press, 1998
5660*1998
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
49641983
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
42161999
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
21631990
Generalization in reinforcement learning: Successful examples using sparse coarse coding
RS Sutton
Advances in neural information processing systems 8, 1995
18511995
Toward a modern theory of adaptive networks: Expectation and prediction.
RS Sutton, AG Barto
Psychological review 88 (2), 135, 1981
18161981
Neural networks for control
WT Miller, PJ Werbos, RS Sutton
MIT press, 1990
17691990
2021 ESC Guidelines on cardiac pacing and cardiac resynchronization therapy: Developed by the Task Force on cardiac pacing and cardiac resynchronization therapy of the European …
M Glikson, JC Nielsen, MB Kronborg, Y Michowitz, A Auricchio, ...
EP Europace 24 (1), 71-164, 2022
14272022
Temporal credit assignment in reinforcement learning
RS Sutton
University of Massachusetts, Amherst, http://www.incompleteideas.net/papers …, 1984
11901984
Dyna, an integrated architecture for learning, planning, and reacting
RS Sutton
ACM Sigart Bulletin 2 (4), 160-163, 1991
10711991
Introduction to reinforcement learning. Vol. 135
RS Sutton, AG Barto
MIT press Cambridge 5, 21-22, 1998
10321998
Reinforcement learning with replacing eligibility traces
SP Singh, RS Sutton
Machine learning 22, 123-158, 1996
10241996
Eligibility traces for off-policy policy evaluation
D Precup, RS Sutton, S Singh
International Conference on Machine Learning 16, 759-766, 2000
8892000
Natural actor-critic algorithms
S Bhatnagar, RS Sutton, M Ghavamzadeh, M Lee
Automatica 7 (8), 12, 2009
8792009
Time-derivative models of Pavlovian reinforcement.
RS Sutton, AG Barto
Learning and Computational Neuroscience: Foundations of Adaptive Networks …, 1990
8301990
Reinforcement learning is direct adaptive optimal control
RS Sutton, AG Barto, RJ Williams
IEEE control systems magazine 12 (2), 19-22, 1992
8021992
A menu of designs for reinforcement learning over time
WT Miller, RS Sutton, PJ Werbos
MIT press, 1995
7571995
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