IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 3
An Estimate of the Number of Samples to Convergence for Critic Algorithms
Como, Italy
July 24-July 27
ISBN: 0-7695-0619-4
Simplified critic based neurocontrol algorithms are analyzed for expected number of samples to convergence. It is shown that there is a fundamental difference in the complexity behavior between the batch and the incremental algorithm, and between the algorithm using and not using an explicit plant model. The batch algorithm using plant model is superior to other variants.
Citation:
Tomas Hrycej, "An Estimate of the Number of Samples to Convergence for Critic Algorithms," ijcnn, vol. 3, pp.3227, IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 3, 2000