Synthesis of reinforcement learning, neural networks and PI control applied to a simulated heating coil

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

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

Advances in Neural Information Processing Systems 5

Richard S. Zemel, Christopher K. I. Williams, Michael C. Mozer · 1993 · 1.9K citations

Life Sciences, Computer Science, Neuroscience +12

Learning and Sequential Decision Making

Andrew G. Barto, Richard S. Sutton, Chris Watkins · 1989 · 353 citations

Business, Behavioral Sciences, Decision Sciences +11