Sequence learning: from recognition and prediction to sequential decision making

Reinforcement Learning: A Survey

Leslie Pack Kaelbling, Michael L. Littman, Andrew Moore · Journal of Artificial Intelligence Research · 1996 · 8.8K citations · Full text

Business, Computer Science, Artificial Intelligence +15

Learning from delayed rewards

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

Computing, Behavioral Sciences, Machine Learning +9

Reinforcement Learning

Andrew G. Barto · IFAC Proceedings Volumes · 1998 · 3K citations

Natural Sciences, Astronomy, Autonomous Systems +10

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

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Leonard E. Baum · Medical Entomology and Zoology · 1972 · 1.4K citations

Natural Sciences, Mathematics, Probability Theory +9