The Cellular Simultaneous Recurrent Network Adaptive Critic Design for the Generalized Maze Problem Has a Simple Closed-form Solution
Abstract
The generalized maze problem has been considered as an interesting testbed by various researchers in artificial intelligence (AI) and neural networks. A simple closed-form solution for the critic is shown, making adaptation unnecessary. Furthermore, it is shown that the design converges to the correct solution in only J steps, and the worst case convergence speed for an N x N mesh is derived.
Recommended Citation
D. C. Wunsch and R. J. Marks, "The Cellular Simultaneous Recurrent Network Adaptive Critic Design for the Generalized Maze Problem Has a Simple Closed-form Solution," Proceedings of the International Joint Conference on Neural Networks, vol. 3, pp. 79 - 82, Institute of Electrical and Electronics Engineers (IEEE), Jan 2000.
The definitive version is available at https://doi.org/10.1109/IJCNN.2000.861284
Meeting Name
International Joint Conference on Neural Networks (IJCNN'2000) (2000: Jul 24-27, Como, Italy)
Department(s)
Electrical and Computer Engineering
International Standard Serial Number (ISSN)
1098-7576
Document Type
Article - Conference proceedings
Document Version
Citation
File Type
text
Language(s)
English
Rights
© 2000 Institute of Electrical and Electronics Engineers (IEEE), All rights reserved.
Publication Date
01 Jan 2000
