Incremental multi-step Q-learning

Q-learning

Christopher J. Watkins, Peter Dayan · Machine Learning · 1992 · 9K citations · Full text

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

Technical Note: Q-Learning

Christopher J. Watkins, Peter Dayan · Machine Learning · 1992 · 3.7K citations

On-line Q-learning Using Connectionist Systems

G. A. Rummery · 1994 · 1.5K citations

Computing, Educational Technology, Artificial Intelligence +7