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

Learning from delayed rewards

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

Computing, Behavioral Sciences, Machine Learning +9

A Learning Algorithm for Continually Running Fully Recurrent Neural Networks

Ronald J. Williams, David Zipser · Neural Computation · 1989 · 4.5K citations

Computing, Computer Science, Algorithms +7

Learning to Predict by the Methods of Temporal Differences

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

Computing, Computer Science, Forecasting +11

Dynamic Programming and Markov Processes.

Marshall Freimer, Ronald A. Howard · Journal of the American Statistical Association · 1961 · 3.5K citations

Engineering, Computer Science, Mathematics +14

Generalization as search

Tom M. Mitchell · Artificial Intelligence · 1982 · 1.4K citations