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Asynchronous cellular learning automata |
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| Authors: | Hamid MR |
| Affiliation: | aComputer Engineering Department, Sharif University of Technology, Tehran, Iran bInstitute for Studies in Theoretical Physics and Mathematics (IPM), School of Computer Science, Tehran, Iran cComputer Engineering Department, Amirkabir University of Technology, Tehran, Iran |
| Abstract: | Cellular learning automata is a combination of cellular automata and learning automata. The synchronous version of cellular learning automata in which all learning automata in different cells are activated synchronously, has found many applications. In some applications a type of cellular learning automata in which learning automata in different cells are activated asynchronously (asynchronous cellular learning automata) is needed. In this paper, we introduce asynchronous cellular learning automata and study its steady state behavior. Then an application of this new model to cellular networks has been presented. |
| Keywords: | Cellular automata Learning automata Cellular learning automata Reinforcement learning Cellular networks |
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