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- W1506901908 abstract "This chapter discusses the current state of the art of neurocontrol and its related techniques, such as the problem of modeling the environment to be controlled and the relation to conventional control theory and expert systems. The chapter discusses the potential applications of neurocontrol and reviews the concept of supervised learning and the interface with expert systems. The chapter summarizes the capabilities and characteristics of the five major methods used in neurocontrol: (1) supervised control, (2) direct inverse control, (3) neural adaptive control, (4) back-propagation of utility, (5) and adaptive critical methods. The chapter links these five methods to conventional control theory and discusses the issue of how to model the system to be controlled. The chapter presents the actual equations for robust estimation methods that turn out to be crucial in practice to many real-world control applications and discusses the biological parallels and future experimentation of neurocontrol." @default.
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- W1506901908 date "1990-01-01" @default.
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- W1506901908 title "NEUROCONTROL AND RELATED TECHNIQUES" @default.
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- W1506901908 doi "https://doi.org/10.1016/b978-0-12-546090-3.50026-7" @default.
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