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Richard S. Sutton
Richard S. Sutton
DeepMind, Amii, and University of Alberta
Geverifieerd e-mailadres voor richsutton.com - Homepage
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Reinforcement learning: An Introduction, 2nd edition
RS Sutton, AG Barto
MIT press, 2018
527512018
Learning to predict by the methods of temporal differences
RS Sutton
Machine learning 3 (1), 9-44, 1988
68741988
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
56821999
Reinforcement learning: An Introduction, 1st edition
RS Sutton, AG Barto
MIT press, 1998
4635*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
45371983
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
34411999
Guidelines for the diagnosis and management of syncope (version 2009): the Task Force for the Diagnosis and Management of Syncope of the European Society of Cardiology (ESC)
A Moya, R Sutton
European heart journal 30 (21), 2631-2671, 2009
19372009
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
19281990
Generalization in reinforcement learning: Successful examples using sparse coarse coding
RS Sutton
Advances in neural information processing systems 8, 1995
16761995
Toward a modern theory of adaptive networks: Expectation and prediction.
RS Sutton, AG Barto
Psychological review 88 (2), 135, 1981
16611981
Neural networks for control
WT Miller, PJ Werbos, RS Sutton
MIT press, 1990
15601990
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
12812004
Temporal credit assignment in reinforcement learning
RS Sutton
University of Massachusetts, Amherst, http://www.incompleteideas.net/papers …, 1984
10471984
Reinforcement learning with replacing eligibility traces
SP Singh, RS Sutton
Machine learning 22 (1), 123-158, 1996
9311996
Introduction to reinforcement learning. Vol. 135
RS Sutton, AG Barto
MIT press Cambridge 5, 21-22, 1998
8481998
Dyna, an integrated architecture for learning, planning, and reacting
RS Sutton
ACM Sigart Bulletin 2 (4), 160-163, 1991
8141991
Time-derivative models of Pavlovian reinforcement.
RS Sutton, AG Barto
Learning and Computational Neuroscience: Foundations of Adaptive Networks …, 1990
7831990
Incremental natural actor-critic algorithms
S Bhatnagar, RS Sutton, M Ghavamzadeh, M Lee
Advances in neural information processing systems, 2008
7282008
A menu of designs for reinforcement learning over time
PJ Werbos, WT Miller, RS Sutton
Neural networks for control 3, 67-95, 1990
6941990
Eligibility traces for off-policy policy evaluation
D Precup, RS Sutton, S Singh
International Conference on Machine Learning 16, 759-766, 2000
6692000
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