Standout Papers

Introduction to Reinforcement Learning 1981 2026 1996 2011 3.2k
  1. Introduction to Reinforcement Learning (1998)
    Richard S. Sutton, Andrew G. Barto MIT Press eBooks
  2. Reinforcement Learning (1998)
    Andrew G. Barto IFAC Proceedings Volumes
  3. Toward a modern theory of adaptive networks: Expectation and prediction. (1981)
    Richard S. Sutton, Andrew G. Barto Psychological Review
  4. Learning to act using real-time dynamic programming (1995)
    Andrew G. Barto, Steven J. Bradtke et al. Artificial Intelligence

Immediate Impact

35 by Nobel laureates 67 from Science/Nature 153 standout
Sub-graph 1 of 17

Citing Papers

Edge learning using a fully integrated neuro-inspired memristor chip
2023 StandoutScience
Top-down design of protein architectures with reinforcement learning
2023 StandoutScienceNobel
10 intermediate papers

Works of Andrew G. Barto being referenced

Improving Elevator Performance Using Reinforcement Learning
1995
Monte Carlo Matrix Inversion and Reinforcement Learning
1993
and 13 more

Author Peers

Author Last Decade Papers Cites
Andrew G. Barto 5978 3152 1732 118 12.1k
Zoubin Ghahramani 8343 4702 1411 194 18.9k
Dharshan Kumaran 8761 6164 2856 55 24.4k
Dongrui Wu 3302 2100 1229 183 7.6k
Jeffrey D. Johnson 1729 1850 979 97 8.0k
Michael L. Littman 6670 721 1360 157 11.7k
Gail A. Carpenter 4519 2006 839 98 8.9k
Jan Peters 4199 1066 4279 292 8.8k
Leslie Pack Kaelbling 4911 564 1471 137 8.6k
Richard S. Sutton 13676 5027 4875 105 29.1k
Jeffrey L. Elman 6022 6143 726 89 16.2k

All Works

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Rankless by CCL
2026