Adaptive Decoder For An Adaptive Learning Controller

D. Politis; W. Licata

doi:10.1117/12.964177

26 March 1986 Adaptive Decoder For An Adaptive Learning Controller

D. Politis, W. Licata

Proceedings Volume 0635, Applications of Artificial Intelligence III; (1986) https://doi.org/10.1117/12.964177
Event: 1986 Technical Symposium Southeast, 1986, Orlando, United States

Abstract

This paper discusses the implementation of an Adaptive Decoder (AD) in the Adaptive Learning Controller (ALC) algorithms developed by Barto, based on the neuron modeling work of Klopf. It is shown that using an Adaptive Decoder that shifts from coarse to fine space partition at a chosen instant improves ALC performance significantly, by decreasing the required learning time and reducing the operating bounds of the control variables.

Citation Download Citation

D. Politis and W. Licata "Adaptive Decoder For An Adaptive Learning Controller", Proc. SPIE 0635, Applications of Artificial Intelligence III, (26 March 1986); https://doi.org/10.1117/12.964177

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