עקוב אחר
Richard S. Sutton
Richard S. Sutton
Keen, Amii, and University of Alberta
כתובת אימייל מאומתת בדומיין richsutton.com - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Reinforcement learning: An introduction‏
RS Sutton, AG Barto‏
MIT press 1 (1), 9-11, 1998‏
796511998
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
92761999
Learning to predict by the methods of temporal differences‏
RS Sutton‏
Machine learning 3, 9-44, 1988‏
83791988
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
52991983
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
47291999
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
23261990
Generalization in reinforcement learning: Successful examples using sparse coarse coding‏
RS Sutton‏
Advances in neural information processing systems 8, 1995‏
19191995
Toward a modern theory of adaptive networks: Expectation and prediction.‏
RS Sutton, AG Barto‏
Psychological review 88 (2), 135, 1981‏
18991981
Neural networks for control‏
WT Miller, PJ Werbos, RS Sutton‏
MIT press, 1990‏
18331990
Dyna, an integrated architecture for learning, planning, and reacting‏
RS Sutton‏
ACM Sigart Bulletin 2 (4), 160-163, 1991‏
13201991
Temporal credit assignment in reinforcement learning‏
RS Sutton‏
University of Massachusetts, Amherst, http://www.incompleteideas.net/papers …, 1984‏
12811984
Introduction to reinforcement learning, vol. 135‏
RS Sutton, AG Barto‏
MIT press Cambridge 5, 21-22, 1998‏
11941998
Incremental natural actor-critic algorithms‏
S Bhatnagar, RS Sutton, M Ghavamzadeh, M Lee‏
Advances in neural information processing systems, 2008‏
11262008
Reinforcement learning with replacing eligibility traces‏
SP Singh, RS Sutton‏
Machine learning 22 (1), 123-158, 1996‏
10661996
Eligibility traces for off-policy policy evaluation‏
D Precup, RS Sutton, S Singh‏
International Conference on Machine Learning 16, 759-766, 2000‏
10222000
Time-derivative models of Pavlovian reinforcement.‏
RS Sutton, AG Barto‏
Learning and Computational Neuroscience: Foundations of Adaptive Networks …, 1990‏
8651990
Reinforcement learning is direct adaptive optimal control‏
RS Sutton, AG Barto, RJ Williams‏
IEEE control systems magazine 12 (2), 19-22, 1992‏
8531992
A menu of designs for reinforcement learning over time‏
WT Miller, RS Sutton, PJ Werbos‏
MIT press, 1995‏
7851995
Fast gradient-descent methods for temporal-difference learning with linear function approximation‏
RS Sutton, HR Maei, D Precup, S Bhatnagar, D Silver, C Szepesvári, ...‏
Proceedings of the 26th annual international conference on machine learning …, 2009‏
7512009
Predictive representations of state‏
ML Littman, RS Sutton, S Singh‏
Advances in neural information processing systems, 1555-1561, 2002‏
7392002
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