Simple Statistical Gradient-Following Algorithms for Connectionist Reinforcement 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

Adaptive filtering, prediction and control

Pétros Ioannou · Automatica · 1985 · 4.5K citations

Engineering, Computer Science, Forecasting +11

Learning to Predict by the Methods of Temporal Differences

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

Computing, Computer Science, Forecasting +11

Learning to predict by the methods of temporal differences

Richard S. Sutton · Machine Learning · 1988 · 2.8K citations · Full text

Computing, Computer Science, Forecasting +11

Beyond Regression : "New Tools for Prediction and Analysis in the Behavioral Sciences

Paul J. Werbos · Medical Entomology and Zoology · 1974 · 2.8K citations

Public Health, Behavioral Sciences, Psychology +14