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This paper proposes improvements to the cerebellar model articulation controller (CMAC). Often, the CMAC plays the role of a fuzzy nonlinear approximator in direct adaptive control. However, in applications where the inputs oscillate the CMAC exhibits more drift in the adaptive parameters (overlearning) compared to other types of fuzzy approximators and neural networks and is thus more likely to cause...
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