Linear Least-Squares algorithms for temporal difference learning

A Stochastic Approximation Method

1951 • 8,888 citations

Learning from delayed rewards

1989 • 5,606 citations

Adaptive filtering, prediction and control

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Theory and Practice of Recursive Identification

1983 • 4,095 citations

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1988 • 3,901 citations

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1992 • 3,506 citations

Adaptive filtering prediction and control

1984 • 3,449 citations

Neuronlike adaptive elements that can solve difficult learning control problems

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Finite Markov chains

1976 • 2,965 citations

Approximate dynamic programming for real-time control and neural modeling

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Generalization of backpropagation with application to a recurrent gas market model

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Recursive Estimation and Time-Series Analysis

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On the Convergence of Stochastic Iterative Dynamic Programming Algorithms

1994 • 765 citations

Practical issues in temporal difference learning

1992 • 765 citations

Temporal credit assignment in reinforcement learning

1984 • 746 citations

Handbook of Intelligent Control: Neural, Fuzzy, and Adaptive Approaches

1992 • 693 citations

Recursive Estimation and Time-Series Analysis

1984 • 665 citations

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1994 • 608 citations

Instrumental Variable Methods for System Identification

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Instrumental variable methods for system identification

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1992 • 285 citations

Building and Understanding Adaptive Systems: A Statistical/Numerical Approach to Factory Automation and Brain Research

1987 • 245 citations

Learning rate schedules for faster stochastic gradient search

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Strategy Learning with Multilayer Connectionist Representations

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Consistency of HDP applied to a simple reinforcement learning problem

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TD(?) converges with probability 1

1994 • 76 citations

Incremental dynamic programming for on-line adaptive optimal control

1995 • 37 citations

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1992 • 26 citations