Model-free Q-learning designs for linear discrete-time zero-sum games with application to H-infinity control

Learning from delayed rewards

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

Computing, Behavioral Sciences, Machine Learning +9

Dynamic Programming and Markov Processes.

Marshall Freimer, Ronald A. Howard · Journal of the American Statistical Association · 1961 · 3.5K citations

Engineering, Computer Science, Mathematics +14

Aircraft Control and Simulation

Brian Stevens, Frank L. Lewis · Aircraft Engineering and Aerospace Technology · 2004 · 3.1K citations

Engineering, Aerospace Engineering, Systems Engineering +17

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