Technical Note: Q-Learning

Learning from delayed rewards

Chris Watkins · OpenGrey (Institut de l'Information Scientifique et Technique) · 1989 · 5.5K citations

Computing, Behavioral Sciences, Machine Learning +9

Learning to Predict by the Methods of Temporal Differences

Richard S. Sutton · Machine Learning · 1988 · 4K citations · Full text

Computing, Computer Science, Forecasting +11

Applied Dynamic Programming.

Marshall Freimer, Richard Bellman, Stuart E. Dreyfus · Journal of the American Statistical Association · 1964 · 2.2K citations

Self-improving reactive agents based on reinforcement learning, planning and teaching

Long-Ji Lin · Machine Learning · 1992 · 1.6K citations · Full text

Computing, Autonomous Systems, Computer Science +14

Introduction to Stochastic Dynamic Programming.

Donald A. Berry, Sheldon M. Ross · Journal of the American Statistical Association · 1986 · 1.2K citations

Engineering, Mathematics, Probability Theory +11