Andrew G. Barto

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Evolutionary Algorithms and Applications, Neural Networks and Applications, Neural dynamics and brain function, Robot Manipulation and Learning

Most-Cited Works

• Introduction to Reinforcement Learning(1998)
• → Reinforcement Learning(1998)2,993 cited
• → Toward a modern theory of adaptive networks: Expectation and prediction.(1981)1,468 cited
• → Learning to act using real-time dynamic programming(1995)1,105 cited
• → Recent Advances in Hierarchical Reinforcement Learning(2003)1,031 cited
• → Handbook of Learning and Approximate Dynamic Programming(2004)864 cited
• → Linear Least-Squares algorithms for temporal difference learning(1996)638 cited
• → Intrinsically Motivated Reinforcement Learning