Model-free multiobjective approximate dynamic programming for discrete-time nonlinear systems with general performance index functions

Learning from delayed rewards

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

Computing, Behavioral Sciences, Machine Learning +9

Kronecker products and matrix calculus in system theory

John Brewer · IEEE Transactions on Circuits and Systems · 1978 · 1.9K citations

Engineering, Mathematics, Systems Engineering +11

Nearly optimal control laws for nonlinear systems with saturating actuators using a neural network HJB approach

Murad Abu-Khalaf, Frank L. Lewis · Automatica · 2005 · 1.3K citations

Natural Sciences, Mathematics, Actuators +15

Adaptive critic designs

Danil Prokhorov, Donald C. Wunsch · IEEE Transactions on Neural Networks · 1997 · 1.2K citations

Engineering, Computational Engineering, Machine Learning +9

Optimality and non-scalar-valued performance criteria

IEEE Transactions on Automatic Control · 1963 · 1.2K citations

Business, Decision Sciences, Design Optimization +11