Concepedia

Andrew G. Barto

AG

127

Publications

20.4K

Citations

62

H-Index

1981

Active since

Affiliations

University of Massachusetts Amherst(Current)

Massachusetts Institute of Technology

Andrew G. Barto is an author at University of Massachusetts Amherst specializing in engineering, artificial intelligence, and robot learning.

Top concepts

EngineeringRobot LearningArtificial IntelligenceComputer ScienceIntelligent SystemsMachine LearningCognitive ScienceRoboticsSocial SciencesHealth

Publications per year

1981–2021

127

Publications

127

Reinforcement Learning

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

Toward a modern theory of adaptive networks: Expectation and prediction.

Richard S. Sutton, Andrew G. Barto · Psychological Review · 1981 · 1.5K citations

Engineering, Network Analysis, Social Sciences +22

Learning to act using real-time dynamic programming

Andrew G. Barto, Steven J. Bradtke, Satinder Singh · Artificial Intelligence · 1995 · 1.1K citations

Artificial Intelligence, Real-time Dynamic Programming, Engineering +7

Recent Advances in Hierarchical Reinforcement Learning

Andrew G. Barto, Sridhar Mahadevan · Discrete Event Dynamic Systems · 2003 · 1K citations

Linear Least-Squares algorithms for temporal difference learning

Steven J. Bradtke, Andrew G. Barto · Machine Learning · 1996 · 638 citations · Full text

Incremental Learning, Engineering, Machine Learning +4

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