Richard S. Sutton
Canadian Institute for Advanced Research(CA)University of Alberta(CA)
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Evolutionary Algorithms and Applications, Neural Networks and Applications, Advanced Bandit Algorithms Research, Adaptive Dynamic Programming Control
Most-Cited Works
- → Reinforcement Learning: An Introduction(1998)26,806 cited
- Introduction to Reinforcement Learning(1998)
- Policy Gradient Methods for Reinforcement Learning with Function Approximation(1999)
- → Learning to Predict by the Methods of Temporal Differences(1988)3,908 cited
- → Between MDPs and semi-MDPs: A framework for temporal abstraction in reinforcement learning(1999)3,080 cited
- → Toward a modern theory of adaptive networks: Expectation and prediction.(1981)1,468 cited
- → Integrated Architectures for Learning, Planning, and Reacting Based on Approximating Dynamic Programming(1990)1,359 cited
- Generalization in Reinforcement Learning: Successful Examples Using Sparse Coarse Coding